1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453
1454
1455
1456
1457
1458
1459
1460
1461
1462
1463
1464
1465
1466
1467
1468
1469
1470
1471
1472
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
1491
1492
1493
1494
1495
1496
1497
1498
1499
1500
1501
1502
1503
1504
1505
1506
1507
1508
1509
1510
1511
1512
1513
1514
1515
1516
1517
1518
1519
1520
1521
1522
1523
1524
1525
1526
1527
1528
1529
1530
1531
1532
1533
1534
1535
1536
1537
1538
1539
1540
1541
1542
1543
1544
1545
1546
1547
1548
1549
1550
1551
1552
1553
1554
1555
1556
1557
1558
1559
1560
1561
1562
1563
1564
1565
1566
1567
1568
1569
1570
1571
1572
1573
1574
1575
1576
1577
1578
1579
1580
1581
1582
1583
1584
1585
1586
1587
1588
1589
1590
1591
1592
1593
1594
1595
1596
1597
1598
1599
1600
1601
1602
1603
1604
1605
1606
1607
1608
1609
1610
1611
1612
1613
1614
1615
1616
1617
1618
1619
1620
1621
1622
1623
1624
1625
1626
1627
1628
1629
1630
1631
1632
1633
1634
1635
1636
1637
1638
1639
1640
1641
1642
1643
1644
1645
1646
1647
1648
1649
1650
1651
1652
1653
1654
1655
1656
1657
1658
1659
1660
1661
1662
1663
1664
1665
1666
1667
1668
1669
1670
1671
1672
1673
1674
1675
1676
1677
1678
1679
1680
1681
1682
1683
1684
1685
1686
1687
1688
1689
1690
1691
1692
1693
1694
1695
1696
1697
1698
1699
1700
1701
1702
1703
1704
1705
1706
1707
1708
1709
1710
1711
1712
1713
1714
1715
1716
1717
1718
1719
1720
1721
1722
1723
1724
1725
1726
1727
1728
1729
1730
1731
1732
1733
1734
1735
1736
1737
1738
1739
1740
1741
1742
1743
1744
1745
1746
1747
1748
1749
1750
1751
1752
1753
1754
1755
1756
1757
1758
1759
1760
1761
1762
1763
1764
1765
1766
1767
1768
1769
1770
1771
1772
1773
1774
1775
1776
1777
1778
1779
1780
1781
1782
1783
1784
1785
1786
1787
1788
1789
1790
1791
1792
1793
1794
1795
1796
1797
1798
1799
1800
1801
1802
1803
1804
1805
1806
1807
1808
1809
1810
1811
1812
1813
1814
1815
1816
1817
1818
1819
1820
1821
1822
1823
1824
1825
1826
1827
1828
1829
1830
1831
1832
1833
1834
1835
1836
1837
1838
1839
1840
1841
1842
1843
1844
1845
1846
1847
1848
1849
1850
1851
1852
1853
1854
1855
1856
1857
1858
1859
1860
1861
1862
1863
1864
1865
1866
1867
1868
1869
1870
1871
1872
1873
1874
1875
1876
1877
1878
1879
1880
1881
1882
1883
1884
1885
1886
1887
1888
1889
1890
1891
1892
1893
1894
1895
1896
1897
1898
1899
1900
1901
1902
1903
1904
1905
1906
1907
1908
1909
1910
1911
1912
1913
1914
1915
1916
1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
1962
1963
1964
1965
1966
1967
1968
1969
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
2026
2027
2028
2029
2030
2031
2032
2033
2034
2035
2036
2037
2038
2039
2040
2041
2042
2043
2044
2045
2046
2047
2048
2049
2050
2051
2052
2053
2054
2055
2056
2057
2058
2059
2060
2061
2062
2063
2064
2065
2066
2067
2068
2069
2070
2071
2072
2073
2074
2075
2076
2077
2078
2079
2080
2081
2082
2083
2084
2085
2086
2087
2088
2089
2090
2091
2092
2093
2094
2095
2096
2097
2098
2099
2100
2101
2102
2103
2104
2105
2106
2107
2108
2109
2110
2111
2112
2113
2114
2115
2116
2117
2118
2119
2120
2121
2122
2123
2124
2125
2126
2127
2128
2129
2130
2131
2132
2133
2134
2135
2136
2137
2138
2139
2140
2141
2142
2143
2144
2145
2146
2147
2148
2149
2150
2151
2152
2153
2154
2155
2156
2157
2158
2159
2160
2161
2162
2163
2164
2165
2166
2167
2168
2169
2170
2171
2172
2173
2174
2175
2176
2177
2178
2179
2180
2181
2182
2183
2184
2185
2186
2187
2188
2189
2190
2191
2192
2193
2194
2195
2196
2197
2198
2199
2200
2201
2202
2203
2204
2205
2206
2207
2208
2209
2210
2211
2212
2213
2214
2215
2216
2217
2218
2219
2220
2221
2222
2223
2224
2225
2226
2227
2228
2229
2230
2231
2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
2256
2257
2258
2259
2260
2261
2262
2263
2264
2265
2266
2267
2268
2269
2270
2271
2272
2273
2274
2275
2276
2277
2278
2279
2280
2281
2282
2283
2284
2285
2286
2287
2288
2289
2290
2291
2292
2293
2294
2295
2296
2297
2298
2299
2300
2301
2302
2303
2304
2305
2306
2307
2308
2309
2310
2311
2312
2313
2314
2315
2316
2317
2318
2319
2320
2321
2322
2323
2324
2325
2326
2327
2328
2329
2330
2331
2332
2333
2334
2335
2336
2337
2338
2339
2340
2341
2342
2343
2344
2345
2346
2347
2348
2349
2350
2351
2352
2353
2354
2355
2356
2357
2358
2359
2360
2361
2362
2363
2364
2365
2366
2367
2368
2369
2370
2371
2372
2373
2374
2375
2376
2377
2378
2379
2380
2381
2382
2383
2384
2385
2386
2387
2388
2389
2390
2391
2392
2393
2394
2395
2396
2397
2398
2399
2400
2401
2402
2403
2404
2405
2406
2407
2408
2409
2410
2411
2412
2413
2414
2415
2416
2417
2418
2419
2420
2421
2422
2423
2424
2425
2426
2427
2428
2429
2430
2431
2432
2433
2434
2435
2436
2437
2438
2439
2440
2441
2442
2443
2444
2445
2446
2447
2448
2449
2450
2451
2452
2453
2454
2455
2456
2457
2458
2459
2460
2461
2462
2463
2464
2465
2466
2467
2468
2469
2470
2471
2472
2473
2474
2475
2476
2477
2478
2479
2480
2481
2482
2483
2484
2485
2486
2487
2488
2489
2490
2491
2492
2493
2494
2495
2496
2497
2498
2499
2500
2501
2502
2503
2504
2505
2506
2507
2508
2509
2510
2511
2512
2513
2514
2515
2516
2517
2518
2519
2520
2521
2522
2523
2524
2525
2526
2527
2528
2529
2530
2531
2532
2533
2534
2535
2536
2537
2538
2539
2540
2541
2542
2543
2544
2545
2546
2547
2548
2549
2550
2551
2552
2553
2554
2555
2556
2557
2558
2559
2560
2561
2562
2563
2564
2565
2566
2567
2568
2569
2570
2571
2572
2573
2574
2575
2576
2577
2578
2579
2580
2581
2582
2583
2584
2585
2586
2587
2588
2589
2590
2591
2592
2593
2594
2595
2596
2597
2598
2599
2600
2601
2602
2603
2604
2605
2606
2607
2608
2609
2610
2611
2612
2613
2614
2615
2616
2617
2618
2619
2620
2621
2622
2623
2624
2625
2626
2627
2628
2629
2630
2631
2632
2633
2634
2635
2636
2637
2638
2639
2640
2641
2642
2643
2644
2645
2646
2647
2648
2649
2650
2651
2652
2653
2654
2655
2656
2657
2658
2659
2660
2661
2662
2663
2664
2665
2666
2667
2668
2669
2670
2671
2672
2673
2674
2675
2676
2677
2678
2679
2680
2681
2682
2683
2684
2685
2686
2687
2688
2689
2690
2691
2692
2693
2694
2695
2696
2697
2698
2699
2700
2701
2702
2703
2704
2705
|
%!PS-Adobe-2.0
%%Creator: dvips 5.493 Copyright 1986, 1992 Radical Eye Software
%%Title: ctrandom.dvi
%%Pages: 21
%%PageOrder: Ascend
%%BoundingBox: 0 0 596 842
%%EndComments
%DVIPSCommandLine: C:\EMTEX\DVIPS.EXE ctrandom
%DVIPSSource: TeX output 1993.08.31:1114
%%BeginProcSet: texc.pro
%!
/TeXDict 250 dict def TeXDict begin /N{def}def /B{bind def}N /S{exch}N /X{S N}
B /TR{translate}N /isls false N /vsize 11 72 mul N /@rigin{isls{[0 -1 1 0 0 0]
concat}if 72 Resolution div 72 VResolution div neg scale isls{Resolution hsize
-72 div mul 0 TR}if Resolution VResolution vsize -72 div 1 add mul TR matrix
currentmatrix dup dup 4 get round 4 exch put dup dup 5 get round 5 exch put
setmatrix}N /@landscape{/isls true N}B /@manualfeed{statusdict /manualfeed
true put}B /@copies{/#copies X}B /FMat[1 0 0 -1 0 0]N /FBB[0 0 0 0]N /nn 0 N
/IE 0 N /ctr 0 N /df-tail{/nn 8 dict N nn begin /FontType 3 N /FontMatrix
fntrx N /FontBBox FBB N string /base X array /BitMaps X /BuildChar{
CharBuilder}N /Encoding IE N end dup{/foo setfont}2 array copy cvx N load 0 nn
put /ctr 0 N[}B /df{/sf 1 N /fntrx FMat N df-tail}B /dfs{div /sf X /fntrx[sf 0
0 sf neg 0 0]N df-tail}B /E{pop nn dup definefont setfont}B /ch-width{ch-data
dup length 5 sub get}B /ch-height{ch-data dup length 4 sub get}B /ch-xoff{128
ch-data dup length 3 sub get sub}B /ch-yoff{ch-data dup length 2 sub get 127
sub}B /ch-dx{ch-data dup length 1 sub get}B /ch-image{ch-data dup type
/stringtype ne{ctr get /ctr ctr 1 add N}if}B /id 0 N /rw 0 N /rc 0 N /gp 0 N
/cp 0 N /G 0 N /sf 0 N /CharBuilder{save 3 1 roll S dup /base get 2 index get
S /BitMaps get S get /ch-data X pop /ctr 0 N ch-dx 0 ch-xoff ch-yoff ch-height
sub ch-xoff ch-width add ch-yoff setcachedevice ch-width ch-height true[1 0 0
-1 -.1 ch-xoff sub ch-yoff .1 add]/id ch-image N /rw ch-width 7 add 8 idiv
string N /rc 0 N /gp 0 N /cp 0 N{rc 0 ne{rc 1 sub /rc X rw}{G}ifelse}
imagemask restore}B /G{{id gp get /gp gp 1 add N dup 18 mod S 18 idiv pl S get
exec}loop}B /adv{cp add /cp X}B /chg{rw cp id gp 4 index getinterval
putinterval dup gp add /gp X adv}B /nd{/cp 0 N rw exit}B /lsh{rw cp 2 copy get
dup 0 eq{pop 1}{dup 255 eq{pop 254}{dup dup add 255 and S 1 and or}ifelse}
ifelse put 1 adv}B /rsh{rw cp 2 copy get dup 0 eq{pop 128}{dup 255 eq{pop 127}
{dup 2 idiv S 128 and or}ifelse}ifelse put 1 adv}B /clr{rw cp 2 index string
putinterval adv}B /set{rw cp fillstr 0 4 index getinterval putinterval adv}B
/fillstr 18 string 0 1 17{2 copy 255 put pop}for N /pl[{adv 1 chg}{adv 1 chg
nd}{1 add chg}{1 add chg nd}{adv lsh}{adv lsh nd}{adv rsh}{adv rsh nd}{1 add
adv}{/rc X nd}{1 add set}{1 add clr}{adv 2 chg}{adv 2 chg nd}{pop nd}]dup{
bind pop}forall N /D{/cc X dup type /stringtype ne{]}if nn /base get cc ctr
put nn /BitMaps get S ctr S sf 1 ne{dup dup length 1 sub dup 2 index S get sf
div put}if put /ctr ctr 1 add N}B /I{cc 1 add D}B /bop{userdict /bop-hook
known{bop-hook}if /SI save N @rigin 0 0 moveto /V matrix currentmatrix dup 1
get dup mul exch 0 get dup mul add .99 lt{/FV}{/RV}ifelse load def pop pop}N
/eop{SI restore showpage userdict /eop-hook known{eop-hook}if}N /@start{
userdict /start-hook known{start-hook}if pop /VResolution X /Resolution X 1000
div /DVImag X /IE 256 array N 0 1 255{IE S 1 string dup 0 3 index put cvn put}
for 65781.76 div /vsize X 65781.76 div /hsize X}N /p{show}N /RMat[1 0 0 -1 0 0
]N /BDot 260 string N /rulex 0 N /ruley 0 N /v{/ruley X /rulex X V}B /V{}B /RV
statusdict begin /product where{pop product dup length 7 ge{0 7 getinterval
dup(Display)eq exch 0 4 getinterval(NeXT)eq or}{pop false}ifelse}{false}
ifelse end{{gsave TR -.1 -.1 TR 1 1 scale rulex ruley false RMat{BDot}
imagemask grestore}}{{gsave TR -.1 -.1 TR rulex ruley scale 1 1 false RMat{
BDot}imagemask grestore}}ifelse B /FV{gsave transform round exch round exch
itransform moveto rulex 0 rlineto 0 ruley neg rlineto rulex neg 0 rlineto fill
grestore}B /a{moveto}B /delta 0 N /tail{dup /delta X 0 rmoveto}B /M{S p delta
add tail}B /b{S p tail}B /c{-4 M}B /d{-3 M}B /e{-2 M}B /f{-1 M}B /g{0 M}B /h{
1 M}B /i{2 M}B /j{3 M}B /k{4 M}B /w{0 rmoveto}B /l{p -4 w}B /m{p -3 w}B /n{p
-2 w}B /o{p -1 w}B /q{p 1 w}B /r{p 2 w}B /s{p 3 w}B /t{p 4 w}B /x{0 S rmoveto}
B /y{3 2 roll p a}B /bos{/SS save N}B /eos{SS restore}B end
%%EndProcSet
TeXDict begin 39158280 55380996 1000 300 300 (C:\EMTEX\TMP/ctrandom.dvi)
@start /Fa 16 56 df[<F4383CA2F43FFCA3F301FFA3F4EFE0A21CFFA9F307E3A398387FBF80
A3973807F7E3A397263DDDFECCFCA397383FFDE0A397383C7F80A3E03FFCCDFCA3F23C1CA3F23F
FCA3F2FF7CA3963803F7F0A31AFDA396380FBFC0A3DFFEFFCEFCA39538078F87A3943907F7BBFC
A3923B7F801C1F8380A3912901C0E01DDEFECFFCA2DA07FED91C1ED0FCA3DA1DDEEB07F0A39027
01FDFF80D2FCA390260F1F1ED3FCA3EC77F8A30207D4FCA3EB01FCA390D6FCB3A9C5FCA30080C7
D80380C7000EC8000FC8001CC7FCA9C893C993C8FCA892D4FCA3902801FFF83FC093263F807F16
3FA39127C000E0F0922801E001C1E01538A39127FFC3801C922807800F00781500>144
150 128 278 144 33 D<C5FCA3D80070C80078C800E0C7D80380C7EA03C0A994C992C9FCA890
D6FCA326FF07F893271FF80FF093387FE01FA326071C0E9327701E381C923901E03870A3273C70
0380DDE007EF3BC0901E809E90>40 D[<962A383807C00E01C01307A2DF0FE0EC0FFFA396CDFC
B3B3A8F803FFA3F80007B3B1DF0FE01A0FA3DF38381A38A3952601E00F1A3BA32338A39DB5130F
A39526003838DD00071300A3F10FE0A396CDFCACB700E09AB5FCA3C70007D31238A991D5FCAB12
C0A31278A3121E>144 150 128 278 144 I[<23F0A223FFA3FA03FDA3FA0FBFA2FA3FF7A3FAEE
FFA39E3803FFFCA39E381EEEF0A39E387FFF80A39D3901FEEE00A39D3807DFF8A3F9FBE0A39D38
1F7F80A30FFEC7FCA3F81C1EA3F81FFEA39C3803FC7EA39C380F77F8A3F8FF78A3F81FC0A39B26
0FEFFFC8FCA39B38783F07A39A3901FFBBFCA39A2607FBB8C9FCA39A381F7FE0A299390FFFEF80
A399263C1DFECAFCA39938FFDFF8A3982603BDDCCBFCA397391FE3BFF0A300E09639703B81C0A3
003C962677B8FFCCFCA300BCDF7038CDFCA3003CF11FE0A300E096CFFCA3D7FCB2C5FCA3C7D803
80C70038C7D80380C7000FC812F0A995C893C9FCA891D5FCA30107D93FC0912801FFF83FC09238
03F807A3011FD9E0F09227C000E07092381E003CA390277703801C9227FFE3801C037813F0>
144 150 128 278 144 43 D[<1270A212F0A612C0A5D7FCB3B3B3B3B3B1C5FCA3C7000FC80070
C7D801C0C7001CC7EA01C0A991C992C992C7FCA895D1FCA300F092277FFF07F8923903FF01FEA3
001C9227780F1C1E923A0E01C70380A3D80780912800387003809338DC00E0>144
150 128 278 144 I<BBFCA3C7001EC8EA3800A995C7FCA891CBFCA3D803FF13FEA33A0E01C783
80A39138DE00F0401E809E40>I<9939FFF1C00EA2F4001DA69939E01C7838A399393FF01FE0A3
900E808E90>I<90260380070138DE0F1C13E0A2DAFFC71A3CA3DA80771AE0A3922671C0E09638
070380A3902800FFC07F80DF01FEC8FCA3900E808E90>I<912801E03DC00E94260780EF1378A2
9126003FE1F101FFA3912601E03D96C7FCA393263C707895390381C1E0A39128003FE01FE09427
01FE007FC7FCA3900E808E90>I<9B393BC1C00EA21EE3A39A3803FFFDA39A3A0003C07038A39B
390FF01FE0A3900E808E90>I<902801FFC3801C922607800F1378A290C7007BF0FF8FA3E280EF
1703A3902801C078E0F09438E1C1E0A39028007FC03FC0922701FF807FC9FCA3900E808E90>I<
273C7003809227701EE007923901E03BC0A200F0DE1FF89438007FFBA30080DE701EF0003BA3D9
1C0EC9DA381CEFE070A3D907F893271FF80FF093387F801FA3900E808E90>I<121EA81278A312
C0A3900E808E90>I<90277703801C912801FFE3801C037813F0A2D801C794C7003BEF7FF8A326
0FFFFBF6780EA328000700E0F0912801C038E070173CA390271FE03FC09128007FE03FC092381F
F807A3900E808E90>I<D8078092273870038091260E01DC13E0A205E0943803FF1CA3DC038094
380E01DCA3001CC8DA1C1EC89138C70380A300F0DD07F8922703FF01FEC8FCA3900E808E90>I<
260E01DE13F0A2EA03FFA3EA0001A3903907078380A32703FC00FEC9FCA3400E808E40>I
E /Fb 21 61 df[<1EE0B3B21D7FA31D00B3B3A2DB01FEED0FE0A392260707800278C8FCA39226
1C00E0EB01E0A3F2FFE0A39739E0381FFFA39227070780FC92C7FCA3922601FE009038007FE0A3
92CEFCB3B3A51D7FA31D00A8>144 150 128 278 144 33 D<230FA32338A3233FA323F8A323FF
B1FA03E3A323FFA3FA1FEFA3FA7EFEA3227FA3FA7BF8A3227FA3FA7838A2903480B490>40
D[<ED0F7F5EA2ED3F1FA316FCA316DCA3EDFFFCA30203137CA391380EEFF0A391380FFFC0A3DA
0E0FD3FCA3EC3FFFA3903801FEEFA3903807EFFCA3ECFBE0A390381FBF80A302FED4FCA3EB1C0E
A3EB1FFEA3EB7FBEA33801F7F8A313FFA3EBDFE0A313FFA213C1A313FFA3EA07F7A3383F7F80A3
13FFA3D83DFCD5FCA3123FA3EAFC7CA3EAFFF0A9EAF770A3EAFFF0A3EABFC0A300FCD6FCA312F0
B3A21280A6D7FCAE>144 150 128 278 144 I[<2107B3B2F803FFA3F80007B3B3A2DF0FE015FF
A3DF3838EC03C0A3952601E00F020EC8FCA3F50FFFA39A260E01C0B5FCA3952800383807C0ED00
07A3DF0FE0DA03FFC7FCA396CDFCB3B3A5F803FFA3F80007A8>144 150
128 278 144 43 D<A29001808190>I[<F41EFE1C1FA2F41E0EA3F41FFEA31C7FA3F477F8A31C
7FA9F301F0A3F4FFE0B2F307C7A3F4FF80A31CF7A3F31FFFA3973803FFDFA397260E1FFECCFCA3
97380FFFF0A2E00E07CDFCA3F23FFFA3F2FFF7A3F2EFFCA3F2FFF0A9F103E3A3F2FFC0A31AFBA3
F11FFFA31AEFA3DF7EFECEFCA3F17FF8A3F001F8A3F1FFE0A319FEA3F007FFA6F17F80A3F07FFF
A2943803C7C3A3DEFFFECFFCA394380FF1C0A3EF3BFFA3EF3FFDA3DD387FD0FCA3EFFFFCA39338
03BBDCA2>144 150 128 278 144 I<A24001808140>I[<1A1CB3ADD83FC01570A3D86070EC01
F0A3D8801CEC0770A2161CA393B53883FFFCA32960701F800070C7121CA3D83FC0EC01FEA3CDFC
B3B3A6F10FFCA3F1001CB3B3A2D83FC0EC07FEA3D8607091381C0780A3D8801C1400A3057EC7FC
A3933A07C003FFFCA33E60701F801C0780001C>144 150 128 278 144
I[<993877BB80E27FFECBFCA3983801FC38A39838077FF8A3973903FF77B8A397390E071FE0A3
97263FF7FCCCFCA308EE90CDFCA3F2FFFCA3070713F0A3F2BF80A31AFBA3F11FFFA350CEFCA2F1
1E0EA3F11FFEA3197FA3F177F8A3197FA9F001F0A3F1FFE0A319FEA3F007FFA319F7A395381F7F
80A307FECFFCA3F0FC7EA3943803FFF0A3050F1370A3050E13C0A3DD0FF7D0FCA3EF3FFFA3EFFF
FCA2933803BBDCA393381FFFF0A393387FFBC0A3DC7BFED1FCA3923801FFB8A39238077FF8A3EE
FFE0A392381F1F80A304FED2FCA3157FA3ED77F8A3ED7F78A3913803FFF8A3020F13C0A3EC3BDD
A3DA3FFFD3FCA3ECF87C>144 150 128 278 144 I[<23E0B3B3B3B3B3B3B3B3A6>144
150 128 278 144 I[<1EE0B3ADDB01FEED0380A39226070780140FA392261C00E0147BA2F101
E3A3963A07FFF81FFFA3922A070780FC000380C7FCA3922601FE00EC0FE0A392CEFCB3B3A61D7F
A31D00B3B3A2DB01FEED7FE0A39226070780903801E038A392261C00E090C7FCA3F203E0A39739
7E001FFFA3922A070780FC01E038C7FC>144 150 128 278 144 I[<FA7838FA7FF8A3F901FEA3
9E3807DFE0A322FFA3FA7F80A322FFA32203A3F91FFFA3F97F7BA39D3903F7FE00A3F9FDF8A39D
380FDFC0A30FFFC7FCA2F83F1FA321FCA320FFA3F8EFF0A3F8FF70A30D0313F0A321C0A3F70F8F
A30EFFC8FCA920EFA3F77FFFA320F8A3F77838A3F77FF8A320B8A39B3801FFF8A6F7EFE0A31FFF
A2F607E3A39A3901FF7F80A39A380FF703A39A263F7FFEC9FCA30CDFCAFCA3F5FDFCA3F5FFF0A3
F403E1A3F5FFC0A31C0FA30A0E90CBFCA3F40FEFA3F43FFFA31DFCA3F4383CA3F43FFCA3F4383C
>144 150 128 278 144 I<A29001808190>I[<2107B3ADDF0FE0151CA3DF383815FCA3952601
E00FEC03DCA2F50E1CA39A263FFFC0B5FCA3952A00383807C0001CC71207A3DF0FE015FFA396CD
FCB3B3A6F803FFA3F80007B3B3A2DF0FE0EC03FFA3DF383891380E01C0A3952601E00F1400A30C
1FC7FCA3E303F090B5FCA3953F00383807C00E01C00007>144 150 128
278 144 I<2301A62307A3233FA6233DA3233FA323FCA323FFA323F0901C809C90>I[<933803BB
DCEFFFF0A393380FEFC0A3DC7EFFD1FCA3167FA3EE7BF8A3167FA3EE7838A3EE7FF8A3923801FE
38A39238077FF8A3EEFFB8A3EE0FE0A3EEFF80A21603A316FFA3ED1FE3A3ED77FFA3ED7F7BA391
2601F1FED2FCA3EDFFE0A315C1A315FFA315FDA3EC0FFFA315F7A3DA3F7FD3FCA315FCA3ECFC7C
A3ECFFF0A3EB0FE1A390383BBFC0A33801FFBDA32607BBFFD4FCA3EBFFE0A2381F8F80A301FED5
FCA313EEA3EA7FFEA6EA77F8A3127FA312F1A3EAFFE0A312F7A3EA7F80A312FFA300FCD6FCA612
7CA312F0A31270>144 150 128 278 144 I<A24001808140>I[<2A60701F801C0780131CA2D8
3FC0EC1FFFA3CDFCB3B3A8F10FFCA3DF001C1A07A3233CA39E381FE03DA39E3870383CA39D3901
FFB807A30E071400A3F97FE0A29D38FF7780A39C3803C7FFA3E6FDFEC7FCA39C380FC7C0A3E23F
C0D90EFFC8FCA3D83FC0E0FFF01407A3D86070E0EF70EB03FCA3D8801C9ACAFCA3F4FFF0A39526
03FFFCEB3FC0A3D8607093C7001C90CDFCA3EA3FC0A3CDFCAC081FBCFCA397C8D801C0C8EA0380
A99FC7FCA89ACCFCA39939FFFC1FE0A39939E0007838A39939FFF1C00E>144
150 128 278 144 I[<ECF87CA2ECFFF0A31303A3ECBFC0A214FFA6130FA3EB3BBBA3D93FFFD4
FCA314F8A614B8A33801FFF8A314E0A3EA07E3A3EBFF80A3EA1FEFA3D87DFED5FCA3EAFFBEA3EA
7FF8A3EADFE0A3001CD6FCA312F0A3D7FCB3B3B1C5FCA3C80007C9000EC9001CC9FCA997CAFCA8
92D4FCA391273FC07F8094390FFFC1FEA39127E001C0E0943A0E01C70380A39028038007003894
3A000F1C00E0>144 150 128 278 144 I[<23E0B3B3B3B3B3B3ACC5FCA300E0C8D801C0C8D803
80C8000FC8FCA9C994CAFCA893D3FCA392273FE01FE0943901FF807FA3912801E03C7078943A07
80E1C1E0A393263DC00E9638EF0078>144 150 128 278 144 I[<922A070780FC01E03814E0A2
922601FE00ECFFF8A392CEFCB3B3A81D7FA31D00B3AEFA07F0A3DB01FEE001FEEB3C1CA3922607
0780963A0707803DDCA392261C00E00877EB3C1CA30E07EB07F0A3E21FFFD901FEC8FCA3922607
078093C790CAFCA3DB01FECCFCA392CEFCAC00FC9AB9FCA3D2D801C0C71207A92300A89CCAFCA3
9B3903C01FE0A30C0FEB7038A39B393BC1C00E>144 150 128 278 144
I E /Fc 21 61 df[<C5FCA3C8000EC90007C9D80380C8FCA997CAFCA992D4FCA349B46CB49639
7FE03FC0A390280701E381C0943A01C038E070A39226EE007096383B801CA3902601FF8E963800
7FFBA390260701EEF2003BA39226E381C0953901E0E070A3902701FF80FFCC397F803FC0A290D6
FCB3B3AF01FC953C07FFE3FFF1FFFCA3013C07009039C007B8E0A3293FBC1FF83FDF913C000383
FFC1E380A22AE0FC700E3C71E0021EC7D8700EC9FCA30978ED38E0A3993A03C071E3BCA3273FBF
1FF8953A00FFC780E0A3D7FCB3A3>144 136 128 264 144 33 D[<DB01FE19E0A292CEFCAC00
FC9AB9FCA3D3D80780C7FCB29DC9FCA39B3A03FFF03F80A39C39C000E0F0A39C39FFC7803CA39B
C71277A69B3A03C070E0F0A39B3A00FFC03F80A29CCAFCB3B3B3A39E3803F7C1A29E3800FC70A6
FAF7C0A3FAF001A39E3803FC00A39EC8FCB2>144 150 128 278 144 40
D[<C5FCA3D8003CC90070C900E0C80007C7FCA990CA94C9FCA995D1FCA3932703FC07F8943A03
FFF07F80A393270E001E0E95398071C0E0A304389026700380933A0003C70038A3DC3FFCF20F07
A3DC38071A38A3DE1E0ECB903801C0E0A393270FFC07F89638007F80A293D3FCB3B3AFF50FC0A3
F53C70A329FBE01FF83EFC912601FF8090C8387DF80FA2293E3C701E0FC791270701E0FF92381F
1E00A3D83800093C92381C000FA3DC0EFC1D38A300FED91FF890C82701FF80FF037F130FA3C928
3FC07FFFF0C80007B5C8FCA393D3FCB2>144 136 128 264 144 I[<EF0380AEC5FCA3C7000EC9
0070C900E0C8EA03C0A991CA94C9FCA996D0FCA394270FF807F895387FE01FA39427780F1C1E94
3901E03870A39626700380F03BC0A3DD0FF89638007FFBA3DD780FF2003BA3DF1C1ECCEAE070A3
94270FF807F895387F801FA294D2FCB3B3AFDC07E0953B3FFF07F80FFFA30401963B38001C0E3B
C7A328FC1DFE01FD9027FFC1FEF8913B3FFC70038F1CA22D071F838F07E38071C38EDA000FEC80
70A326FF1C03F783C7A300070B3890391C0E0F1DA3D8FFDC902881FDF8FFC1933B0FFC07F83807
A3D7FCB3A3>144 150 128 278 144 43 D[<DF0FE01807A296CDFCACB700E09AB5FCA3C8001E
D03801C000A992D1FCA99EC8FCA300C09C39FFFC1FE0A300789C39E0007038A3001E9C39FFF1C0
0EA3F8003DA600789C39E03C7038A300C09C393FF01FE0A2D7FCB3B3AF12C0A3D7FCAB12C0A3D7
FCB3A6>144 150 128 278 144 I[<C5FCA3C7000EC900F0C80007C9EA3800A991CA93CAFCA996
D0FCA3942707F807F094391FFF83FCA394271E003C1C94391C038E07A305709026F00780933900
1E3801A3DD7FF81A78A3DD700EF101C0A3DF3C1CCAEC0E07A394271FF807F0F103FCA294D2FCB3
B3AF223EA3FAE380A3912C0FBE07DF80FFC1FBE0DA0FFCEBE000A2912C03E3C1F0E380703E3C91
39380703F8A3DDC003F200E0A3DBBE01EE3BE0A3922A8007F000FFC038C8390FFC03F8A3DA0FE0
C92601FE01B50080C8123FA391D5FCB2>144 136 128 264 144 I[<C5FCA3C7D801C0C8D80380
C8003CC8EA01C0A991CA94C9FCA996D0FCA395277FC03FC094383FF01FA3942803C078E0F09438
E01C78A300C095267B801CF01DC0A39426007FC3F13FFDA3942603C07BF1001DA3CA912678E0F0
F07078A39428007FC03FC094383FC01FA295D1FCB3B3AF091F197FA30907F001C0A3903103EFC0
7FE077F80FF707FE07F7E0EB0700A2904300FC7000387C1E381F1E03871C78A3913AE0007FF870
A3922601E038F401C0A3902803FC007FFF91280FF7C7FE07ED007FA3D8FFF8D5FCA3D7FCB2>
144 136 128 264 144 I[<1307AEBBFCA3C8000EC9FCA992CAFCAC12E0A31238A3120EA91238
A312E0A2CDFCB3B3AF3880FFFEA338E3DC70A33838F1C0A20107CBFCA3EB1C70A338E0F1DEA338
83C070A3CDFCB3A3>64 150 128 278 64 I[<1A1CAF120FA3123FA3126FA2120FA30603BEFCA3
95C7001CCEFCA3EA7FF0A3CDFCB3B3A6F10FFCA3F1001CB3B3A2D83FC0EC07FEA3D8607091381C
0780A3EA801CA3DC07FEC7FCA3933A1C0783FFFCA32760701F80913880001CA3D83FC0DA07FEC7
FCA3CDFCA5>144 144 128 272 144 I<C5FCA3D7FCB3B3B3B3B3AE2307A3231FA6237EA29076
80F690>I[<23E0B3A3F901FEA2E31FC0EC0703A3C5FCA3D001F0C7380703E0A3E3F070EC01FEA3
982703F8FFF091C7FCA398391E0EF070A3973A07FEEE1FC0A3962703FC1E0ECBFCA396390F1FDF
F8A3E0FF1ECCFCA396383F1FF8A308FCCDFCA3F1F87CA3953803FFF0A394391FEEEF70A3943970
7EFFC0A3DC01FF010FCEFCA393390F777BF8A3DDFFE0CFFCA3DC3F1FD0FCA3EEFFFCA2923803FD
DCA392380FBFF0A3913901FFEFC0A39126078FFFD1FCA391381FFBFCA3913877BB80A3DA7FFED2
FCA39038FFF1F8A3390381DFE0A3EBFDC1A3390F87FF80A301FFD4FCA3EA0E07A3EA0FFFA3EA3E
3FA3EAFFFCA3EAFBBCA3EABFF0A3EAEF80A300FED5FCA2>144 144 128
272 144 I[<1EE0AF1670A3ED01F0A3ED0770A21500A300FC091FBAFCA3C995C700E0CAFCA392
3807FF80A392CEFCB3B3A61D7FA31D00B3B3A2DB01FEED7FE0A39226070780903801E038A39238
1C00E0A39638007FE0A3963A01E0381FFFA39227070780FC92C7FCA3922601FE009038007FE0A3
92CEFCA5>144 144 128 272 144 I<C5FCA3D7FCB3B3B3B3B3B3A7907680F690>I<C5FCA3D2D8
01FCC8FCA3F70F07A3E37F801377A3992601C0E01307A398260FF1DEEB01FCA3962801FE381DC0
90CAFCA3963B0703BBDC7F80A396271FFBB81CCCFCA39639777B8FF0A3952603FFFECEFCA39538
0F7778A3F1FFC0A3063F90CFFCA3F03BFCA3183FA9F0F87CA3F0FFF0A21703A3F0BFC0A318FBA3
EF0FFFA396D0FCA3EF7E3FA3EF7FF8A3EE01FFA3EFEFE0A317FFA6161FA3EE71F8A393387FFF80
A3DC7078D1FCA3EE7FF8A3ED01FDA392380FDFE0A316FFA370D2FCA2907680F690>I[<2107AFF1
0380A3190FA3D90FF0163BA2261FF81C1603A3B700E098B7FCA3267BB81CC9DF0007C7FCA32678
3FF0EE3FF8A3D81FE0D2FCA3D4FCB3B3A3F803FFA3F80007B3B3A2DF0FE0EC03FFA3DF38389138
0E01C0A3953801E00FA3E303FFC7FCA39A260E01C0B5FCA3952800383807C0ED0007A3DF0FE0DA
03FFC7FCA396CDFCA5>144 144 128 272 144 I<C5FCA3D7FCB3B3B3B3B3B3A7907680F690>I<
C5FCA3D7FCB3B3A32303A3237FA3FA01C3A323FFA323C0A3FA07FFA2FA7FDEA39E3803DDFFA3FA
FDDEA39E380FC7F8A39D3903FF7F00A39D380E0F07A39C3901FEEFFCA39C261FEF8FC7FCA39C38
777BF8A3E43FF71380A39B26F071FEC8FCA39A390FF77FE0A39A2638FC70C9FCA39A383FFFC0A3
E3383CCAFCA3F5FFFCA3993807FBBCA399381FBFF0A3F5FF80A3E21EFECBFCA2907680F690>I<
EF7F80A2933807F1E0A3BBFCA3C9393FFDE000A393383C7F80A3922603FFFCC7FCA392380E3F1C
A392380FF7F0A3DBFE3FC8FCA3913807BBFCA3EDFBBCA391381F8FF0A32703FC1EFEC9FCA3D80E
07130EA3393FF707F8A300FE90CBFCA3EAEFFCA3EAFBF0A3EAFFC0A348CCFCA312E0A81280A3CD
FCB3B3B1407B80FB40>I[<1A1CB3B2F10FFCA3F1001CB3B3A2D83FC0EC01FEA3D860700207C8FC
A3D8801C141CA3EE1FFEA3933A1C0783FFFCA32760701F80913880001CA3D83FC0DA07FEC7FCA3
CDFCB3B3A5F10FFCA3F1001CA8>144 150 128 278 144 I[<237E237FA22370A3237FA3FA01FE
A3FA07DFA323F7A3FA1F7FA323FEA3FA7C7EA3FA7FF0A32370A39E3803FFF0A322FDA39E380FDF
C0A3FAFF00A32207A322FFA3F93FC7A3F9EFFFA3F9FF77A39D3803E3FCA3F9FFC0A2F80F8FA30F
FFC7FCA39C3801FE0FA39C38070FFFA39C387F7F8FA39B3901C7E3F8A3E5FFFEC8FCA3F7C1E0A3
1FFFA3F60FF7A3E43F7FC9FCA367A3F63DFCA31E3FA3F63C1CA3F63FFCA3F6FF7CA39A3803EFF0
A31EFFA3F6BFC0A31EFFA2F50F8FA3E33FFFCAFCA3993801FFEFA3F5EFFCA3F5FEE0A3F407FFA3
0A1F1380A3F477BBA2>144 150 128 278 144 I[<00FE22E012F8A21238A312F8A612E0A61280
A3D6FCB3B3B3B3B3B3B3A3>144 150 128 278 144 I E /Fd 21 61 df[<F6FFFCA4F6EFF0A3
F503FFA39A380EEF70A39A380FFFC0A30B3F90CAFCA3C5FCA3D0D83FFCCAFCA3F401FFA31EE0A3
F407E3A31DFFA3F41FEFA3F47DFEA3F47FBEA3983801F7F8A298383FDFE0A3F3F1F1A39838FF7F
80A30803EBF000A3F3BFC0A31BFDA3F20FFFA399C7FCA3F23E3FA3F23FFCA3F2383CA3F23FFCA3
1AFFA3F2EFF0A31AFFA6191FA3F170F8A396387FFF80A308B8C8FCA3953801FFF8A219FEA39538
07DFE0A3F1FF80A3F01F1FA307FEC9FCA318FFA3F0F7F0A3943803FF70A3050E13F0A305FE13C0
A39326038FC7CAFCA3EFFFFCA393381FE3C0A3EE7BFF>144 150 128 278
144 33 D[<C5FCA3D7FCB3B3B3B3B3B3B3A2>144 131 128 259 144 40
D[<1EE0B312FCA3D1FCAC1D7FA31D00B3B3A2DB01FEED0380A39226070780140FA392261C00E0
147BA3F101E3A3963A07FFF81FFFA3922A070780FC000380C7FCA3922601FE00EC0FE0A392CEFC
B3B3A51D7FA31D00AA>144 150 128 278 144 I[<9E3801DFE022FEA3F907FFA32380A3F91F1F
A3FAFE00A3F97F1EA39D3803DFFEA3F9FDDEA39D380FC7F8A30FFFC7FCA32107A321FFA321F7A3
F83FFFA321DFA3F8FBFCA2F8FFF0A3F703E3A39C380FFFC0A39B3801FFBBA39B26077BFFC8FCA3
9B381FFBB8A39B38777FE0A3E47FFEC9FCA3F67078A3F67FF8A3F67078A3F67FF8A3F501FFA3F6
DFE0A31EFFA9F50FC7A30CFFCAFCA3F53FC7A3F5EFFFA20A0F1377A3993838FDFCA399383FBFC0
A3982601F8FCCBFCA3F4FFE0A31B07A3F4BF80A31CFFA61B1FA3F377BBA3E17FFECCFCA397383F
F1F8A39738F1FFE0>144 150 128 278 144 43 D[<EF0380B3B3B3B3B3B3B3B3A6>144
150 128 278 144 I[<2107B3B0F803FFA3F80007B3B3A2DF0FE0151CA3DF383815FCA3952601
E00FEC03DCA3F50E1CA39A263FFFC0B5FCA3952A00383807C0001CC71207A3DF0FE015FFA396CD
FCB3B3A5F803FFA3F80007AA>144 150 128 278 144 I[<F81DFE201FA9F87C7EA3F87FF8A321
78A39C3803FFF8A6F8DFC0A320FFA320C1A3F70FFFA3F73FFDA3E53BFFC8FCA3F73FFCA5F603FF
A39B380E3F1CA39B380FFFF0A39A2601FE0FC9FCA39A38070FFFA3F6FF8FA3F603F8A3F6FF80A3
1E03A31EFFA3F51F0FA30CFECAFCA31EEEA3F57FFEA6F577F8A3F40FFFA399383C7C78A399383F
FFE0A30BFCCBFCAEF4FC7CA3F4FFF0A3F303FDA398380FBFC0A31CFFA3090E90CCFCA31B0FA3F3
3E3FA3F33FFCA3F201FFA3F3EFE0>144 150 128 278 144 I<A29001808190>I[<1307B3B3B3
B3B3B3B3B3A6>64 150 128 278 64 I[<1A1CB3AAD83FC0EC07FEA3D8607091381C0780A3D880
1C1400A3057EC7FCA3933A07C003FFFCA33E60701F801C0780001CA3D83FC0EC1FFFA3CDFCB3A3
23FFA3FA0381A323FDA3FA0F87A3FA3FFFA29E3807FEF7A39E381EEFFCA3DF0FFC95381FFEF0A3
DF001C95381E3F80A39D39FF1FFE00A39C3903C1DE0EA39D38FFC7F8A39C26FFC1C0C7FCA39B38
0383FFA39B381FFBC1A39B267BBBFFC8FCA3E203FC01FEC9FCA399390F077838A39A38FF1FE0A3
0B07CBFCA3F43FFFA3D83FC0F2FFF7A3D86070F2EFFCA3D8801C1B70A3F4FFF0A3952603FFFCEB
3FC0A2D8607093C7001C90CDFCA3EA3FC0>144 150 128 278 144 I[<93267BFFC017E0A2EE7F
FBA3DC78FECBFCA3EE7FF8A3EE7838A3EE7FF8A3923801FE38A39238077FF8A2EEFFB8A3EE1FE0
A3EEFF80A3ED1F1FA304FECCFCA3ED7C7EA391380FF7F8A3903903F87C78A390390E3FDFC0A390
260FFF1CCDFCA390380E0FF0A3D90FFFCEFCA3EB3E3FA33801FFF8A3381FFBB8A33877BFE0A3EB
BB80A3D8F1FECFFCA3EADFE0A300C0D0FCA3D1FCB3B3B3AE>144 150 128
278 144 I<A29001808190>I[<1EE0B3AADB01FEED7FE0A39226070780903801E038A392261C00
E090C7FCA3F203E0A397397E001FFFA3922A070780FC01E038C7FCA3922601FE00ECFFF8A392CE
FCB3B3A51D7FA31D00B3A6237FA3FA01C1A323FFA323C1A39E3803FDFFA3DB01FE973A01FE0E07
C1A39226070780963A07078EF77FA392261C00E00877EB0700A39D380783FCA3E21FFFD901FEC8
FCA2922607078093C790CAFCA3DB01FECCFC>144 150 128 278 144 I[<9738F1FFE0A2F2FFF1
A3963903F1FF80A3E0FFC0CDFCA31A81A31AFFA81AFDA3F10FFFA398CEFCA3F10E07A3F10FFFA3
F10E07A3F10FFFA3193FA3F13BFCA3F13FBCA3F1FFFCA395387FEFF0A3943801C0E0A39538FEFF
80A3942607F7E0CFFCA394381F7F80A318DFA3DDFDFED0FCA3EFFFF0A3EE03F1A3EFFFC0A817FD
A3EE0FFFA3043F90D1FCA3EEEEF7A392381FEFFCA3903A01FC78F8F0A3903A0F077BBFC0A39027
3FF77838D2FCA39039EF771FE0A3008001FCD4FCA338E0E070A3EB3FC0A390D6FCA91280A3D7FC
AC>144 150 128 278 144 I[<EF0380B3B3B3B3B3B3B3B3A6>144 150
128 278 144 I[<2107B3AADF0FE0EC03FFA3DF383891380E01C0A3952601E00F1400A30C1FC7
FCA3E303F090B5FCA3953F00383807C00E01C00007A3DF0FE0EC0FFFA396CDFCB3B3A5F803FFA3
F80007B3B3A3DF0FE01A0FA3DF38381A38A3952601E00F1A3BA32338A39DB5130FA29526003838
DD00071300A3F10FE0>144 150 128 278 144 I[<973801EFE0A21BFFA61A07A3F21DEEA39738
1FFF80A3E07F8ECDFCA3963801DFFEA2F2FFEEA3F2C7F8A3F2FFE0A31AC1A3F107FFA3F13DDDA3
DD07F8EBFF80A394271FEE3C1CCEFCA394397EFE07F0A3932601FFBED0FCA393380777F8A3EFFF
E0A393381F1F80A305FED1FCA317DEA3EEFFFEA6EEF7F0A316FFA3EEF070A3EEFFF0A2923803FC
70A392380EFFF0A3030F1370A392380E1FC0A3DB0FFFD2FCA3ED3E1FA3ED3FFCA3913803F81CA3
91380E3FFCA391380FFE1CA391380E0FF0A3DA0FFED3FCA3EC0E0EA3903801FFFEA39038070F8E
A390381FFBF8A339E0777B80A3003C01FED4FCA338BC7078A3383C1FE0A300E0D6FCA2D7FCA4>
144 150 128 278 144 I<A29001808190>I[<1307B3B3B3B3B3B3B3B3A6>64
150 128 278 64 I[<D83FC0181CA2CDFCAC081FBCFCA3E00078C900F0C8FCA99DC9FCA998CEFC
A396273FFF03F81801A396273C000E0F1807A396283FFC7803C0173CA3DF00071A3FA3233CA307
3CD90E0FCBFCA396270FFC03F81807A296D0FCB3B3B3A39B3B7EF81F7E03FFA29B3B1F8E07C78E
01A3F9000EA3F61EF8A39C3A001FC003FFA3E47F80C9FCA39BCBFCB2>144
150 128 278 144 I[<1EE0AEC5FCA3D80038C9001CC9000EC9EA1C00A995CA94C7FCA990D6FC
A326FC03F8953907FFE0FFA326000E0F963901E381C0A390263803C0943A00078E0070A300FCF3
1C0EA3D807B81A70A3D98E0FCC90380381C0A326FC03F8E000FFCAFCA2D7FCB3B3AF1AF8A3F107
8EA32607EF80DA3FF00180913C0FBF01FF83DFC0A226C1F8E09127E01C1FE0913C03E1C000E3F0
70A3DF078092268001FF13C0A3D9EF80F40700A3D801E0C8273FF01FE0913A0FE001FFFBA32807
F80FFFFEC9B500E0CBFCA3D7FCB2>144 150 128 278 144 I E /Fe 21
61 df[<9A3C7DF83EFC07FE07A39A3C1F1E0FC71E0381A3F70E00A3F51DF8A39A3C1C003FC007
FE01A30B7F90C91207A39ACCFCB3A51A1CAF120FA3123FA3126FA3120FA3953803FFFCA395C712
1CA3EA7FF0A3CDFCB3B3A5F10FFCA3F1001CB3A5>144 144 128 272 144
33 D[<F001F0A3F0071EA3D8DF80DA7FE090C83D1FBE01FF03BFC07FA3D8F1E0902801C0381FC0
913D07E38001E3E071C0A30607C890268001FF1380A3D8DF80F40F01A300C0C8277FE01FC09128
1FE001FFFBEB707FA327F00FFFFCC9B500C0CCFCA3D7FCB3A51EE0B3B3B3B3B3AD>144
150 128 278 144 40 D[<00F8077001FE90397F80FFFCA30038953E03F00383C1C1E3BC70A328
B83FF03FBF913E0F701E00F70038E1C0A329F8F01C38E1C00100060FC8FCA3F83C70A3983C0383
C1C1E0E1DCA326BE3FF0933E0FFF00FE007F838070A3D7FCB3B3ABF901FEA39E3807FB80A3F91F
7FA39D3801FFEFA39D390F1FFE00A39C3903FF77F8A39C260E0F07C7FCA39B397F8EEFFCA39A27
01C1EE0FC8FCA3E001FE9138DDE3FCA397261FC380D9C1E0C9FCA3E0777B9038007F80A2DF0FF7
92CBFCA39626387DFECDFCA3943A07F83BDFC0A394271C0E381CCEFCA394391FFE0FF0A306EED0
FCA3EF7FFEA304FF137EA392390381F7F8A392390FFDDFE0A392263BBDC0D1FCA3DB3FFFD2FCA3
913801FFFCA3EDEFE0A315FFA5>144 150 128 278 144 I[<9E3803F7C1A39E3800FC70A6FAF7
C0A3FAF001A39E3803FC00A39EC8FCB3A51EE0AF1670A3ED01F0A3ED0770A31500A3F41FFFA399
C7FCA3923807FF80A392CEFCB3B3A51D7FA31D00B3A5>144 144 128 272
144 43 D[<F50FC0A3F53C70A329FBE01FF83EFC912601FF8090C8387DF80FA3293E3C701E0FC7
91270701E0FF92381F1E00A3D83800093C92381C000FA3DC0EFC1D38A300FED91FF890C82701FF
80FF037F130FA3C9283FC07FFFF0C80007B5C8FCA393D3FCB3B3B3B3B3B3B2>144
150 128 278 144 I[<DC07E0953B0FFC07F80FFFA30401963B380F1C0E3BC7A328FC1DFE01FD
9027FFC1FEF8933970038F1CA32D071F838F07E38071C38EDA0FFFEC8070A326FF1C03E1000FEC
83C7A300079B3A3C1C0E0F1DA3D8FFDC902881FDF8FFC1933B0FE007F83807A3D7FCB3A8EF0380
B3A6FA03FCA3FA0F07A323F7A3FA3F1FA323FCA3FAF87CA39D3907F8EFF0A39D391C0EE070A39D
397FEE3FC0A39B260FE1DD90C7FCA39B39383DDFF8A29A3A07FBBDC1E0A39A271E3E3C7FC8FCA3
9A261FEFE0C9FCA3E37E3ECAFCA309FEEB77F8A3973A1FE3C07038A3E07BBBEB1FE0A3087F91CC
FCA3962601F8FECDFCA396381FDFE0A3F171F8A396387F7F80A395268FF1F8CEFCA39538BBDFC0
A3F0BFDDA3DEF87FCFFCA2>144 150 128 278 144 I[<12C0A3D7FCAC12C0A3D7FCB3AB2107AF
F10380A3190FA3D90FF0163BA3D9381C1603A3D93BDC9AB5FCA3D9381CF50007A3D90FF0EE3FF8
A390D390B5FCA39FC7FCB3B3A2F803FFA3F80007B3A5>144 150 128 278
144 I[<217EA39D3801C380A390271F7E0FDF9027FF81F7E0DA0FF801C0C7FCA3902C07E383F1
C780F07C389139780F07F8A3DCC007F201C0A3DA7E03EE77E0A3912A000FF000FF8070C8390FF8
07F8A3D91FE0C92601FC03B5C9EA3FFFA390D6FCB3B3B3A5C5FCA3D7FCB3B3B3AA>144
150 128 278 144 I[<083EF17FC0A3080E953803C078A33107EF807FE0EFF01FEE07FE0FF7C0
157BA33101F8E00078F81C783E1C078E3C709038007FC3A39028E0007FF8E0983803C07BA39126
01C0781E78A32807F8007FFE91281FEFC7FE0E9238007FC0A300F0D6FCA3D7FCB3B3B1231FA323
78A3C5FCA3D3390383C078A30FFB131FA3E60F8F1300A39C267F0EFFC7FCA39A3A3F81C1EE0FA3
9A3AE0F1DDE3F8A20BFFD9C1E0C8FCA39A26E0F07FC9FCA30BFF90CAFCA31DE0A3F41FFFA3F47F
F8A3993877BF80A3E27FB8CBFCA3983801FFF8A3DF03F8EBDFE0A3DF1E0E13C0A3953B01FEEE00
7F80A3952607FF8E90CDFCA3F17BF8A3067F1380A3943803C7FFA2>144
150 128 278 144 I[<393FC07FFEA339E0F1DE38A339801C70E0A3EC0780A3EC1E38A339E0F0
70EEA3393FC1C038A3CDFCB3A81307B3A3EF7F80A3933801FFE0A317DDA312E0A3003816FFA3BB
FCA3D83807CBFCA312E0A31200B3B3B3A4>64 150 128 278 64 I[<1A1CAFD83FC0EC07FEA3D8
607091381C0780A3EA801CA3DC07FEC7FCA3933A1C0783FFFCA32760701F80913880001CA3D83F
C0DA07FEC7FCA3CDFCB3B3A8F10FFCA3F1001CB3B2D83FC0EC01FEA3D860700207C8FCA3D8801C
141CA3EE1FFEA3933A1C0783FFFCA32760701F80913880001CA2D83FC0DA07FEC7FCA3CDFCAB>
144 150 128 278 144 I[<1EE0B3B3A92307AF231FA3FA01FFA3FA071FA323FFA32307A2FA7F
FFA39E3803FFC7A39E380FDFFEA39E383FF7C0A39E38EF7F00A3F9FFFCA3F9E070A3F9FFF0A39D
3803F870A39D380EFFF0A39D387FEF70A39C3901EEFFC0A3E6FFF8C7FCA39C3807E3E0A3F8FF80
A320FBA3F71FFFA320EFA3E57DFEC8FCA39B38E1FFF8A39B38EF7778A2F7FFE0A3E4FF1FC9FCA3
1FFCA31FDCA31FFCA2>144 150 128 278 144 I[<913801FFE0A415E0A3EC07FFA3903807FDEE
A390393C1DFF80A290263FDC0ED3FCA39038FC7FF8A3D9FFF0D4FCA3EA03F1A3EBFFC0A31381A3
EA0FFFA3EA3FBDA3D8FBFFD5FCA3EAFEFCA3EAEFF0A3EAFF80A31283A312FFA312FBA312FFA312
EFA300FED6FCA312F8A31280A8D7FCB3B3B3B0>144 150 128 278 144
I[<1EE0AD9BB9FCA2DB01FEDB7FE002E0CAFCA39226070780903801E038A392381C00E0A39638
007FE0A3963A01E0381FFFA39227070780FC92C7FCA3922601FE009038007FE0A392CEFCB3B3A8
1D7FA31D00B3B2DB01FEED0FE0A392260707800278C8FCA392261C00E0EB01E0A3F2FFE0A39739
E0381FFFA39227070780FC92C7FCA2922601FE009038007FE0A392CEFCAB>144
150 128 278 144 I[<C5FCA2D7FCB3B3B3B3B3A22303A9233FA323FFA323EEA3FA03FEA3FA1E
FFA3221FA3FA1E0EA2FA1FFEA3FA7E3EA3FA7FF8A3F901FFA3FADFE0A2>144
137 128 265 144 I[<943803F87FF0FFF0A394380FEF70A30407B512C0A393261FEF8FD0FCA3
C5FCA2C9267F7F80D0FCA3923801F7FBA3EEFFE3A316C1A316FFA316C1A316FFA3ED0FF7A39238
3F7F03A3EDFFDFA3913803BDFCA3EDFFF0A3ED81C0A3EC3FFFA3903801FFE1A3903907EFFF00A3
ECFFE0A3ECBF80A3EB7FFFA33801C7E3A2D9FFFEC7FCA3EBFDE0A3EA07FFA313F7A3383F7F80A3
01FCC8FCA3EA3C1CA3EA3FFCA9EAFFDCA3EABFFCA3EAFFF0A3EA81C0A312FFA312F1A3B4C9FCA3
12F0A61280A3CAFCB0>144 150 128 278 144 I[<2107ADB712E0A2CCD80FE0EC03FFA3DF3838
91380E01C0A3953801E00FA3E303FFC7FCA39A260E01C0B5FCA3952800383807C0ED0007A3DF0F
E0DA03FFC7FCA396CDFCB3B3A8F803FFA3F80007B3B2DF0FE015FFA3DF3838EC03C0A3952601E0
0F020EC8FCA3F50FFFA39A260E01C0B5FCA3952800383807C0ED0007A2DF0FE0DA03FFC7FCA396
CDFCAB>144 150 128 278 144 I<2301A32307A6233FA3FA03FDA3FA0E3FA3FA0FFFA9FA3FF7
A3FAEFFFA3FAFFFCA3FAE0F0A322FFA3F903FBA39E381FBF80A322EFA39E387EFE00A3F97FF8A3
F801F8A2F9FFE0A3F807C3A3F9FF80A3201FA3E61DFEC7FCA2904980C990>I[<943903C7FF8094
263FDDFECFFCA39438E3F1C0A3932603FF7FD0FCA3040F1370A3040E13C0A2DC0FEFD1FCA3EE7F
FFA317F8A3ED01F8A392381FEFE0A3ED71F8A392387F7F80A3912601FFF8D2FCA3EDDFE0A3EC0F
FDA3EC3DFFA3D801FE91D3FCA3390783BC1CA39038FF8FF0A30280D4FCA613FBA3EA1FFFA349D5
FCA3EA1C0EA2EA1FFEA3EAFC3EA3EA77F8A3EAF7B8A3EA1FE0A300FCD6FCA3121CA312F0A3D7FC
B3B3B0>144 150 128 278 144 I[<1307B3B3B3B3B3B3B3B3A6>64 150
128 278 64 I[<1A1CB3081FBCFCA3081CCEFCACF10FFCA3F1001CB3B3A2D83FC01570A3D86070
EC01F0A3D8801CEC0770A3161CA393B53883FFFCA32960701F800070C7121CA3D83FC0EC01FEA3
CDFCB3B3A5F10FFCA3F1001CAA>144 150 128 278 144 I E /Ff 16 56
df[<F01E0EA2F01FFEA319EEA3F07FFEA219BEA3943801F7F8A3943807FFE0A3EF1DDEA394381F
FF80A306DED0FCA3EFFFFEA6EFF7F0A317FFA3EE03F1A3EFFFC0A3923803FFC7A392261E0EFFD1
FCA3027FEBEE07A3903A01C1DE0FFCA39126FFC3F8D2FCA3DAC1C0D3FCA300F813FFA3000E13C1
A326EE007FD4FCA2000E90D5FCA312F8A3D7FCB3B3A6C5FCA300E0C800E0C800F0C8001CC8EA1E
00A9C993C993C7FCA893D3FCA3912707F80FF093390FFFC1FEA391271C00381C933A0E01C70380
A30270D9E007933A000F1C00E0>144 150 128 278 144 33 D<C5FCA3C7000EC8000FC80007C8
0007C8FCA995C993C9FCA891D5FCA348B46CB49427FFC07F80150FA3280701E381C092280380F1
C0E0153FA39126EE00709426F70038EDEF01901E809E90>40 D[<962A383807C00E01C01307A2
DF0FE0EC0FFFA396CDFCB3B3A8F803FFA3F80007B3B1DF0FE01A0FA3DF38381A38A3952601E00F
1A3BA32338A39DB5130FA39526003838DD00071300A3F10FE0A396CDFCACB700E09AB5FCA3D800
E0D3EA01E0B190D6FCA3271FE007F09A3801C00FA32778381C1E0B071338A328C00EF007809938
3DC1E0>144 150 128 278 144 I[<F40F07A298380FEFFFA398383FBF07A3973901FBFDFCA2E1
FEFCCCFCA3973807EFE0A3F3FF80A31B83A31BFFA31BFBA3F21FFFA31BEFA3E07DFECDFCA3F27F
F8A3F101F1A3F2FFE0A9F107FDA3F13DFFA3073F1380A3DF3C1CCEFCA3F13FFCA3F1FF1CA39538
03BFFCA294391FE3BDDCA39439703B87F0A303FE902677B8FFCFFCA391280383C07038D0FCA3DA
0FFBEB1FE0A300E0D97BBB90D2FCA3003C02FED3FCA300BCEB7838A3003CEB0FE0A300E090D5FC
A3D7FCB2C5FCA3CA001ECAD801E0CAFCA994CBFCA89ACCFCA300E098390FF00FE0A3003C98393C
007838A3000F9839E001E00F>144 150 128 278 144 43 D<C5FCA3D80780CA0078CA0007C9FC
A9CC95CAFCA896D0FCA394270FFC03F81A03A3942738071E0E1A1FA396267803C0197B901E809E
90>I<BBFCA3C70070CAFCB191CBFCA33A8007F003FCA390391C1E0E07A3903AF007B801C0401E
809E40>I<993A3FFC7803C0A2F40007A60A38D91E0EC9FCA399390FFC03F8A3900E808E90>I<00
1C90263801C0932701C7803C1670A2D81FFEDF0707181FA3261C03B8063C1970A3DA8F07CA9038
01E0E0A32707FE03FC9526003F80161FA3900E808E90>I<270EF0078092260F01DE01F0913901
DC0380A200F8DE03FFEF001CA3000EF00001A3D93C1CCA27070383C0EE00E0A326F807F0932703
FC00FEC83901FFE03FA3900E808E90>I<261DC00E9839FFF1C00EA2F6001DA6267078389839E0
1C7038A326C01FE098393FF01FE0A3900E808E90>I<0270D9E007DD0F1C13E0A2DA7FF8193CA3
DA701E19E0A3DC381C9538070380A391271FF80FF0DE01FEC9FCA3900E808E90>I<260701EE01
7092260380F70138EDEF01A22601FF8EDD00FF180FA3260701EE1800A39126E381C0932703C1C0
E01600A32701FF80FFCA27FE007F80EDFFF0A3900E808E90>I<28C00EF0078099383DC1E0A221
F1A39D3803FFFDA32778381C1ED03801C038A3271FE007F09A3807F00FA3900E808E90>I<000F
9839E001E00FA2F4FFF1A3F4E01DA3003C99381C7838A300E098393FF00FE0A3900E808E90>I<
942838077803C0197BA2DD0FFC1C03A3EF3807A3DF1E0ECDFCA394270FFC03F81A7FA3900E808E
90>I<3B80F007B801C0A890271C1E0E07C8FCA33AF807F003FCA3400E808E40>I
E /Fg 21 61 df[<1EE0B3B21D7FA31D00B3B3A2DB01FEED0FE0A392260707800278C8FCA39226
1C00E0EB01E0A3F2FFE0A39739E0381FFFA39227070780FC92C7FCA3922601FE009038007FE0A3
92CEFCB3B3A51D7FA31D00A8>144 150 128 278 144 33 D[<2303A3233FA323E3A323FFA9FA
1FEEA3FA78FFA3227FA3FA7838A39E3807FFF8A39E381FFE38A39E381DDFE0A39E381FFE00A621
7FA29D3803DDDEA3F9FFF8A3F9FDC0A3F80FFFA67BC7FCA369A3F83F1FA321FCA320FFA3F8EFF0
A3F8FF70A30D0313F0A321C0A3F70F8FA30EFFC8FCA920EFA3F77FFFA320F8A2F77838A39B381F
FFF8A39B387F7838A39A3901F7FFE0A3E4FDF8C9FCA39A380FDFE0A30CFFCAFCA31E07A2>144
132 128 260 144 40 D[<EB71FEEB7FF8A2EA01F1A3EBFFE0A3EA07F7A3383F7F80A3EAFFDFA3
D8BDFCD5FCA3EABFF0A3EAF1C0A3B4D6FCA312F0AC1280A3D7FCB3B3B3B3B3AF>144
150 128 278 144 I[<2107B3B2F803FFA3F80007B3B3A2DF0FE015FFA3DF3838EC03C0A39526
01E00F020EC8FCA3F50FFFA39A260E01C0B5FCA3952800383807C0ED0007A3DF0FE0DA03FFC7FC
A396CDFCB3B3A5F803FFA3F80007A8>144 150 128 278 144 43 D<2301A92307AB233FA3233D
A3233FA323FFA6FA03F1A2902580A590>I[<EF0FFF173FA2EFEF77A3EFFFFCA3933803FBF0A393
380FBFC0A317EFA3DC7EFFD1FCA3EE7FF8A3EE7838A3923807FFF8A392381FFE38A392387DFFE0
A3DB7F7ED2FCA3913801F7F8A3EDFFE0A315C1A315FFA3EC0FF7A3DA3F7FD3FCA35DA3EC3DFCA3
143FA2ECFC7CA3ECFFF0A31570A3010313F0A6ECBFC0A314FFA3EB0F8FA32607FEFFD4FCA3001F
130FA3381DEFFCA3D81FEED5FCA3EA7FFEA313F8A3EA7038A3EA7FF8A312FFA3EADFE0A312FDA3
12FFA31380A21207A312FFA600FCD6FCA312DCA312FCA312F0A5>144 150
128 278 144 I<A24001808140>I[<1A1CB3ADD83FC01570A3D86070EC01F0A3D8801CEC0770A2
161CA393B53883FFFCA32960701F800070C7121CA3D83FC0EC01FEA3CDFCB3B3A6F10FFCA3F100
1CB3B3A2D83FC0EC07FEA3D8607091381C0780A3D8801C1400A3057EC7FCA3933A07C003FFFCA3
3E60701F801C0780001C>144 150 128 278 144 I[<F33C1CF33FFCA91CDCA3F3FFFCA31CF0A3
F3F070A3F3FFF0A31A03A3F3BFC0A3F23FBDA3F2E3FFA397B5CDFCA2F2E0F0A31AFFA3F107FBA3
96381FBF80A31AFFA3DF1EFECEFCA3191FA3F11E0EA3F11FFEA3F17FBEA3953801F7F8A319FEA3
953807DFE0A3F1FF80A3F01F1FA3DEFFFECFFCA3050313DEA3F0DFF0A3F0FFC0A818C1A3EF0FFF
A3EFFFDDA3932603BBFFD0FCA393381FFBDCA393387BBFF0A3DC7FFED1FCA3EE7838A3EE7FF8A3
923801FE38A39238077FF8A3EEFBB8A392381F1FE0A304FED2FCA3ED7C7EA3ED7FF8A3ED7078>
144 150 128 278 144 I[<141CB3B3B3B3B3B3B3B3A6>144 150 128 278
144 I[<1EE0B3ADDB01FEED0380A39226070780140FA392261C00E0147BA2F101E3A3963A07FF
F81FFFA3922A070780FC000380C7FCA3922601FE00EC0FE0A392CEFCB3B3A61D7FA31D00B3B3A2
DB01FEED7FE0A39226070780903801E038A392261C00E090C7FCA3F203E0A397397E001FFFA392
2A070780FC01E038C7FC>144 150 128 278 144 I[<F50F071EFFA31EF7A3F53FFFA31EDFA3F5
FDFCA3F5FFF0A3F403E1A3F5FFC0A91DFDA3F40FFFA39BCBFCA2F40E0FA3F43FFFA3983801FFEF
A3F4EFFCA3F4FFE0A9F307E3A3F4FF80A3F37F8FA3972601DDFECCFCA3F3FFEEA3F3C7F8A3F3FF
E0A3F207C7A3F3FF80A91BF7A3F23FFFA309FCCDFCA2F2FC7CA3F2FFF0A31B70A3070313F0A6F2
BFC0A3F10FFFA3F13BBDA3DF3FFFCEFCA3F1FE3CA3953807BFFCA3F1FFBCA3F18FF0A3F1FF80A3
F01F8FA307FECFFCA3F01E0E>144 150 128 278 144 I<A29001808190>I[<2107B3ADDF0FE0
151CA3DF383815FCA3952601E00FEC03DCA2F50E1CA39A263FFFC0B5FCA3952A00383807C0001C
C71207A3DF0FE015FFA396CDFCB3B3A6F803FFA3F80007B3B3A2DF0FE0EC03FFA3DF383891380E
01C0A3952601E00F1400A30C1FC7FCA3E303F090B5FCA3953F00383807C00E01C00007>144
150 128 278 144 I[<FA03F1FA0FFFA3FA3FBDA3FAFBFFA3FAFFFCA3FAEFF0A322FFA322E0A3
22FFA32103A3FABF80A3F97FBBA39D3801C3FFA39E38FEFE00A29D3807C3E0A3F9FF80A3F81FDF
A3E67DFEC7FCA3207FA3F877F8A3207FA3F87078A3F87FF8A3F703FDA39C380FDFC0A320F7A3E5
3F7FC8FCA320FCA3F7381CA3F7FFFCA39B3803FBDCA39B380FBFF0A3F7EFC0A3E47EFFC9FCA3F6
7FF8A2F67838A3F67FF8A31FB8A39A3801FFF8A6F6EFE0A31EFFA3F507E3A3F6FF80A31D1FA3E3
1DFECAFCA3F51FEEA3F57FFEA3993801FFF8A399380F7778A3F5FFE0A30B07CBFC>144
150 128 278 144 I[<12F012C0A6D7FCB3B3B3B3B3B3B3B1>144 150 128
278 144 I<A24001808140>I[<2A60701F801C0780131CA2D83FC0EC1FFFA3CDFCAE2301A62307
AC23FFA3FA0387A323FDA3FA0FFFA3DF0FFC190EA3DF001C190FA9FA0E07A3FA3FFFA39E3807FE
F7A39E381EEFFCA29E381FFEF0A39E381E3F80A39D3907FFFE00A39D381C1E0EA39C390FFDDFF8
A3D83FC0E03FC09026381C1EC7FCA3D86070E0E07090383BDFF0A3D8801C08EFDA381CC8FCA30A
E0EC0FF0A3952603FFFCD93FC090CAFCA3D8607093C7001C90CDFCA3EA3FC0A3CDFCAC081FBCFC
A397C90078C8EA3800A99FC7FCA89BCBFCA399393FFF03F8A3993938001E0EA3993A3FFC7803C0
>144 150 128 278 144 I[<ED7078A2ED7FF8A391383FF078A39138E07FF8A23A1FE0EF7078A3
3A7038E07FC0A3277FB83FC0D3FCA3D8F1F8D5FCA3EAFFE0A6EA7F80A312FFA912C7A300FCD6FC
A312C0A3D7FCB3B3B3B1C5FCA3C70038C80007C8D80780C800E0C7FCA995C994C8FCA891D5FCA3
2701FE03FC932803FFF03F80161FA32707800F0794278071E0E01670A3281C003801C0923A0001
C7803C>144 150 128 278 144 I[<141CB3B3B3B3B3B3ACC5FCA3D800F0C8001CC8001EC8000E
C81203A994C993C9FCA890D6FCA326F807F0DC03FF01FE041C133FA3260E3C1C93280F01C383C0
037C13E0A39026F007809426DE00F0913901DC0380>144 150 128 278
144 I[<922A070780FC01E03814E0A2922601FE00ECFFF8A392CEFCB3B3A81D7FA31D00AC2307
A3FA07FCA3FA3C1DA2FAFFDCA39E3803BDDFA3FAFFF0A3FA81C0A39D387F83FFA3DB01FE973901
FEE381A39226070780963A07DFE0FF00A392261C00E008F790C7FCA3F87F80A3E21FFFD901FEC8
FCA3922607078093C790CAFCA3DB01FECCFCA392CEFCAC00FC9AB9FCA300C09A260001C0C71201
A92300A8D7FCA326C01FE09839FFFC1FE0A3267078389839E0007038A3261DC00E9839FFF1C00E
>144 150 128 278 144 I E /Fh 21 61 df[<C5FCA3C80038C8000FC8D801C0C73801E000A9
92C993C9FCA996D0FCA300E0932701FF807F94393FF00FE0A3003893280700E3C1C09339E01C78
38A3000E9526EF007894381DE00FA3942601FF8FF03FFDA394260700EFF0001DA300389526E3C1
C09438707838A300E0932701FF807FCA393FC00FE0A2D7FCB3B3AF01FC953C07FFE3FFF1FFFCA3
013C07009039C007B8E0A3293FBC1FF83FDF913C000383FFC1E380A22AE0FC700E3C71E0021EC7
D8700EC9FCA30978ED38E0A3993A03C071E3BCA3273FBF1FF8953A00FFC780E0A3D7FCB3A3>
144 136 128 264 144 33 D[<DB01FE19E0A292CEFCAC00FC9AB9FCA3D3001EC8FCB29DC9FCA3
9B390FFFC0FEA39B3A0E00078380A39B3A0FFF1E00F0A39B380001DEA60C0E9038C78380A39B27
03FF00FEC7FCA29BCBFCB3B3B3A39E3803F7C1A29E3800FC70A6FAF7C0A3FAF001A39E3803FC00
A39EC8FCB2>144 150 128 278 144 40 D[<2303AEC5FCA3D800E0C80007C90038C8D803C0C7
FCA990C994C9FCA994D2FCA393273FC07F80933A01FFF81FC0A39327E001C0E09439E0387078A3
9228038007003893C738E3C01EA3DCFFC7F10383A3DC80F7F10E03A39426F1C0E09538007078A3
922800FFC07F80F11FC0A293D3FCB3B3AFF50FC0A3F53C70A329FBE01FF83EFC912601FF8090C8
387DF80FA2293E3C701E0FC791270701E0FF92381F1E00A3D83800093C92381C000FA3DC0EFC1D
38A300FED91FF890C82701FF80FF037F130FA3C9283FC07FFFF0C80007B5C8FCA393D3FCB2>
144 150 128 278 144 I[<7EAEC5FCA3D8001CC8D80380C8001CC8D801E0C7FCA990C994C9FC
A994D2FCA393277FE03FC094393FF00FE0A3922801C078E0709439E01C7838A394267B801C9538
1DE00FA39226007FE3F13FFDA3922601C07BF1001DA3942678E0709538707838A39228007FE03F
C094393FC00FE0A293D3FCB3B3AFDC07E0953B3FFF07F80FFFA30401963B38001C0E3BC7A328FC
1DFE01FD9027FFC1FEF8913B3FFC70038F1CA22D071F838F07E38071C38EDA000FEC8070A326FF
1C03F783C7A300070B3890391C0E0F1DA3D8FFDC902881FDF8FFC1933B0FFC07F83807A3D7FCB3
A3>144 150 128 278 144 43 D[<DF0FE01807A296CDFCACB700E09AB5FCA3D8000ED41238A9
90D6FCB3B3B3B3AB12C0A3D7FCAB12C0A3D7FCB3A6>144 150 128 278
144 I[<C5FCA3C80038C8003CC80007C838038000A996C993C8FCA992D4FCA390271FFF83FC94
273FC07F801501A390271C000E079439E001E0E0A390281FFE3801C0922803800700381500A390
260003B8F0FFC7A3F48077A3011CD98E07C9913871E0E0A3902707FE03FC933A00FFC07F80A290
D6FCB3B3AF223EA3FAE380A3912C0FBE07DF80FFC1FBE0DA0FFCEBE000A2912C03E3C1F0E38070
3E3C9139380703F8A3DDC003F200E0A3DBBE01EE3BE0A3922A8007F000FFC038C8390FFC03F8A3
DA0FE0C92601FE01B50080C8123FA391D5FCB2>144 136 128 264 144
I[<F903C0AEC5FCA326000380C7D803C0C7D801C0C7D801E0C8FCA994C993CAFCA990D6FCA327
FFF83FC093273FF01FE0EE1FF8A327C038E0709327E01C7038EE701EA32701E3801C94381DC00E
A3D80783DE3FF1F01FFEA3D81C03DEE01DF0001EA3902600E07094261C70381778A3DA3FC09327
3FF01FE0EE1FC0A2D7FCB3B3AF091F197FA30907F001C0A3903103EFC07FE077F80FF707FE07F7
E0EB0700A2904300FC7000387C1E381F1E03871C78A3913AE0007FF870A3922601E038F401C0A3
902803FC007FFF91280FF7C7FE07ED007FA3D8FFF8D5FCA3D7FCB2>144
150 128 278 144 I[<BBFCA300E0C8003CC8FCA993C9FCA9CDFCA3EA0FF0A3EA381CA3EAE007
A9EA381CA3EA0FF0A2CDFCB3B3AF3880FFFEA338E3DC70A33838F1C0A20107CBFCA3EB1C70A338
E0F1DEA33883C070A3CDFCB3A3>64 136 128 264 64 I[<1A1CAF120FA3123FA3126FA2120FA3
953803FFFCA395C7121CA3EA7FF0A3CDFCB3B3A6070FBDFCA3DF001CCEFCB3B3A2D83FC0EC07FE
A3D8607091381C0780A3EA801CA3DC07FEC7FCA3933A1C0783FFFCA32760701F80913880001CA3
D83FC0DA07FEC7FCA3CDFCA5>144 144 128 272 144 I<C5FCA3D7FCAE2307ACFA01FFA3FA07
1FA3FA1FFFA3FA7777A3FA7FFEA3FA7070A3FA7FF0A3F903F1A3FAFFC0A3210FA3FA7F00A36AA5
904380C390>I[<141CB3A3F901FEA2E31FC09138070380A3E3F070157BA3E203FF1603A3E20EF7
923801FE00A3E007F8D9FFC091C8FCA3E01C1E0107CBFCA3963A0FFDDE03FCA3942807F8381C1E
CDFCA3943A1C0E3BDFF8A394277FEE381CCEFCA3DC01DDEB0FF0A392273F81DFF8D0FCA3913A1D
E0E1C1E0A39226FEE07FD1FCA3DA1FFF90D2FCA3EDBF80A3903801FFBBA39038071FFFA3C5FCA3
2700071F80D3FCA390B5FCA2383F87DFA326E3FDFCD4FCA338FFF1DCA338E3FF1CA3EAFF80A312
83A312FFA3128FA3EAFE00A3128EA312F8A3C7FCB3A8>144 144 128 272
144 I[<1EE0AF1670A3ED01F0A3ED0770A21500A30A1FBAFCA399C700E0CAFCA3923807FF80A3
92CEFCB3B3A600FC1C7FA3D1FCB3B3A2DB01FEED7FE0A39226070780903801E038A392381C00E0
A39638007FE0A3963A01E0381FFFA39227070780FC92C7FCA3922601FE009038007FE0A392CEFC
A5>144 144 128 272 144 I<C5FCA3D7FCB3B3B3B3B3B3A7907680F690>I<2307A3C5FCA3D2D8
01FCC7121DA3E50F07141CA30EF71407A3E53F1F1400A39B380FFDFCA39A3907F83C1CA39A391E
3FBFF0A39A261FFE3CC9FCA39A381E0FE0A3E31FFECAFCA3F57E3EA398390FF077F8A398393FFC
7038A398393BDC1FE0A3E003FB90CCFCA397381E3FFCA397381FEFF0A3E07E3ECDFCA3963801FF
F8A2953903FF7BB8A395390F077FE0A39638F70380A395263F1FFECEFCA394260FFBFCCFFCA394
3878381CA393397F7BBFF0A391283F81C1F838D0FCA3903B01E0E1DDEFE0A302FFD9C1E0D1FCA3
9126E0E07FD2FCA302FF90D3FCA3EB07E3A3ECFF80A31483A314FFA3EB1FE3A3EB77FFA3EB7FFB
A3D971FED4FCA2907980F990>I[<2107AFF10380A3190FA3D90FF0163BA226F8381C1603A3B700
E098B7FCA326DE381CC9DF0007C7FCA3261E0FF0EE3FF8A300F8D3FCA3D4FCB3B3A3F803FFA3F8
0007B3B3A2DF0FE0EC03FFA3DF383891380E01C0A3953801E00FA3E303FFC7FCA39A260E01C0B5
FCA3952800383807C0ED0007A3DF0FE0DA03FFC7FCA396CDFCA5>144 144
128 272 144 I<C5FCA3D7FCB3B3B3B3B3B3A7907680F690>I<C5FCA3D7FCA32303A3F701FEA3
9C38070380A30EFB1400A3F71FEFA3E57DFEC8FCA31F7FA3F777F8A3F601FFA39B38077778A39B
38FF7FE0A3992707FB87C7C9FCA399391E0FBDFCA3E003FC9038EF81C0A3E00E07D90EFFCAFCA3
97270FFF07F8CBFCA3E00E07CDFCA3F20FFFA2F23FDFA3F2FBFCA3F103FEA396381EEFF0A39638
1FFFC0A3DF7E3ECEFCA3953801FFF8A3953807FBB8A395381F7FE0A3F1DF80A3DE7DFECFFCA3F0
7FF8A3EF03F1A3F0FFC0A318C1A318FFA3170FA372D0FCA360A5907680F690>I<EF7F80A2D91F
C0903801C1E0A3BBFCA33DFEF7700001C1E000A3D883F09138007F80A326BBDFC091C8FCA3D883
C0CBFCA300FECCFCA3CDFCB3B3B3B3B3AA407B80FB40>I[<1A1CB3B2F10FFCA3F1001CB3B3A2D8
3FC0EC01FEA3D860700207C8FCA3D8801C141CA3EE1FFEA3933A1C0783FFFCA32760701F809138
80001CA3D83FC0DA07FEC7FCA3CDFCB3B3A5F10FFCA3F1001CA8>144 150
128 278 144 I[<F90FFF9EB5FCA29D38038FC7A3F9FBFCA39D380FFFC0A30E0E90C7FCA3F80F
EFA3F87FFFA321F8A3F701F8A39C3807FFE0A3F71FFEA39C381DFF80A3E51FEEC8FCA3F77FFEA3
20F8A3F77078A3F77FF8A99B3801FF78A39B380F7FF8A3F7FFE0A2E43F1FC9FCA31FFCA3F6FF1C
A39A3803BFFCA3F6FFDCA3F68FF0A3F6FFC0A3F50F8FA30CFFCAFCA31EEFA3F53FFFA6F53BFCA3
1D3FA3F401F8A3F5FFE0A3F407FBA399381FBF80A31DFFA3E21DFECBFCA31C1FA2F41C0EA3F47F
FEA3983801FDEEA3983807DFF8A3F4F7E0A398383F7F80A30AFCCCFCA3F33C1CA2>144
150 128 278 144 I[<141CB3B3B3B3B3B3B3B3A6>144 150 128 278 144
I E /Fi 21 61 df[<DE01C0953803EFFCF9FBF0A39D380FBFC0A30FFFC7FCA3F80E0FA3F80FFF
A3207FA3F87BF8A3F87FB8A39C3801FFF8A321E0A320E0A320FFA3F707FBA39C381F7F80A320FF
A3E51DFEC8FCA21F1FA3F71C0EA3F71FFEA31F7FA3F777F8A31F7FA6F601FFA39B380F7778A3F7
FFE0A30D07C9FCA31FFFA91FF7A3F63FFFA31FFCA3F6FC7CA3F6FFF0A31D03A3F6BFC0A21EFFA9
1E81A31EFFA31D0FA30B0E90CAFCA3F50FEFA3F53FFFA31EFCA3F401F8A3F5FFE0A31C07A3F5BF
80>144 150 128 278 144 33 D<A29001808190>40 D[<1EE0B3B01D7FA31D00B3B3A2DB01FE
ED0380A39226070780140FA392261C00E0147BA3F101E3A3963A07FFF81FFFA3922A070780FC00
0380C7FCA3922601FE00EC0FE0A392CEFCB3B3A51D7FA31D00AA>144 150
128 278 144 I[<9D390F77F803F9FF78A3F91FC0A3F9FF00A3F83F1FA321FCA321DCA3F8FFFC
A3217CA39C3803EFF0A39C387FBFC0A39B3801E3E3A3E5FEFFC7FCA39A393FC7E3E0A39A39E077
7F80A39A38FFF703A39A26E071FEC8FCA2E3FFF0C9FCA3F403E1A3F5FFC0A31DFDA3F40FFFA31D
EFA3E23EFFCAFCA3F43FFCA3F4383CA3F43FFCA3F4383CA3F43FFCA3F301FFA3F4EFE0A31CFEA3
F307FFA31D80A3F31F8FA30AFECBFCA31CEEA3F37FFEA5F377F8A31B7FA3F201F1A3F3FFE0A3F2
07F7A397383F7F80A396380FFFDFA39626383DFCCCFCA396383FFFF0A3DF383CCDFCA3F13FFCA3
1ABCA3F1FFFC>144 150 128 278 144 43 D[<7EB3B3B3B3B3B3B3B3A6>144
150 128 278 144 I[<2107B3B0F803FFA3F80007B3B3A2DF0FE0151CA3DF383815FCA3952601
E00FEC03DCA3F50E1CA39A263FFFC0B5FCA3952A00383807C0001CC71207A3DF0FE015FFA396CD
FCB3B3A5F803FFA3F80007AA>144 150 128 278 144 I<2301A32307A3233FA3233DA3233FA3
23FFA523F0A323FFA3FA03FDA3FA0FBFA3FA3FF7A3FAEEFFA3FAFFFCA39E3803E3F0A3FAFF80A3
2283A322FFA322FBA3F91FFFA69E381EFE00A3211FA3F97E3EA39D3801FFF8A30E0713B8A3F97F
E0A2F9FB80A3F81FFFA357C7FCA3F87C7EA3F87FF8A99C3803FF78A39C380F7FF8A3F8FFC0A3E5
3F1FC8FCA320FCA320DCA3F7FFFC907780F790>I[<D93BFCF603C0133FA9EA01F8A3EBFFE0A3EA
07FBA3381FBF80A313EFA3D87DFED2FCA3EA7FF8A312F1A3EAFFE0A312FDA3EAFF80A300DCD3FC
A312FCA212F0A31270A312F0A612C0A6D4FCB3B3B3B3AC>144 150 128
278 144 I<A24001808140>I[<1A1CB3AAD83FC0EC07FEA3D8607091381C0780A3D8801C1400A3
057EC7FCA3933A07C003FFFCA33E60701F801C0780001CA3D83FC0EC1FFFA3CDFCB3AF081FBCFC
A2081CCEFCA6F10FFCA3F1001CB3AF2301A323FFA3D83FC0E03FC0EE0381A3D86070E0E07017BD
A3D8801C08EF1881A30AE0EF00FFA3952603FFFCD93FC01700A2D8607093C7001C90CDFCA3EA3F
C0>144 150 128 278 144 I[<DE01C0913807BF80A2F41FFBA3F477FFA3E27FFECBFCA3F47038
A39838FF7FF8A3973903FDF038A397390FBFDFE0A2E1FFC0CCFCA3080E90CDFCA31A0FA3F20E07
A3F20FFFA3F23E3FA3F23FFCA31BBCA3F2FFFCA31AFEA39638C7EFF0A3F2FF80A3F1DF8FA3DFFE
FECEFCA3953807FF8EA3F1F7F8A3F1FF80A6EF0FF7A39438381FC7A3C5FCA2C90003D9DDC0CFFC
A3EFBFF1A393381FFBC1A3EE7BFFA393387FFE01A3923801F8F8A3923807FFE0A3ED7FDEA39139
03DDFF80A3023FEBDE00A39138E3F7F8A32707F8EF7FC7FCA3391C0EE070A3397FEE3FC0A300DD
90C9FCA3EADFF8A3EAC1E0A3EAFF80A300C0CAFCA3CBFCA9>144 150 128
278 144 I<C5FCA2D7FCB3B3B3AC904480C490>I[<1EE0B3AADB01FEED7FE0A392260707809038
01E038A392261C00E090C7FCA3F203E0A397397E001FFFA3922A070780FC01E038C7FCA3922601
FE00ECFFF8A392CEFCB3AF12FCA2D1FCA61D7FA31D00B2237FA3FA01C1A323FDA3FA07C7A323FF
A3FA3F1FA39E383FBDFCA3DB01FE973A01FEE0FC1CA39226070780963A0707EEF7F0A392261C00
E0973977E0F000A39D3807BF80A3E21FFFD901FEC8FCA2922607078093C790CAFCA3DB01FECCFC
>144 150 128 278 144 I[<DFFFFC1A03A219FEA3953807EFF0A3F1FF80A31983A34DB5FCA305
071383A3DE77FECEFCA294381FF780A3EFF7FFA3DDFFFECFFCA3933803F1F0A3EFFFC0A3EE0FC7
A305FFD0FCA392381FFE1FA39238783BFCA392387FF81CA39238783FF0A3912601FFF8D1FCA391
38077BB8A3EDFFE0A3EDFB80A3EC1FFFA315DFA3DA7DFED2FCA3EC7FF8A3EB01F1A3ECFFC0A8EB
0FFDA3EB3DFFA3013F90D3FCA3EB3C1CA33803FFFCA3000F131CA3380EEFF0A3008E90D4FCA3EA
EFFFA3EAE3FCA300E0D5FCA31280A6D6FCB3A3>144 150 128 278 144
I[<7EB3B3B3B3B3B3B3B3A6>144 150 128 278 144 I[<2107B3AADF0FE0EC03FFA3DF383891
380E01C0A3952601E00F1400A30C1FC7FCA3E303F090B5FCA3953F00383807C00E01C00007A3DF
0FE0EC0FFFA396CDFCB3B3A5F803FFA3F80007B3B3A3DF0FE01A0FA3DF38381A38A3952601E00F
1A3BA32338A39DB5130FA29526003838DD00071300A3F10FE0>144 150
128 278 144 I[<F7FFFCA5F7EFF0A31FFFA3F603E3A3F7FFC0A31FFBA3F60FFFA50C0E90C9FC
A31E0FA3F67E3FA3F67FF8A3F67838A39A3801FFF8A399393FC77BB8A39939E0777FE0A39939FF
F70380A39926E071FECAFCA3E2FFF0CBFCA3F303E1A3F4FFC0A31CFDA3F30FFFA3973801FFEFA3
9726078FFFCCFCA3F3FBFCA397381F8F80A309FECDFCA2963801FC3EA396380777F8A3F2FFB8A3
F21FE0A3F2FF80A31A07A395380FF7FFA395383FBF07A39526FBFDFCCEFCA3DB03FCD9FEFCCFFC
A3DB0E07EBEFF0A391260FEEF7EB3F80A39126783E0790D1FCA390391FFBBBFCA39026707838D3
FCA390387FFFE0A326E07078D4FCA3383C7FF8A338BC7078A3383C1FE0A300E0D6FCA2D7FCA4>
144 150 128 278 144 I[<F903C0B3B3B3B3B3B3B3B3A6>144 150 128
278 144 I<A24001808140>I[<D83FC0181CA2CDFCAC081FBCFCA3E00078C8000EC81201A99CC9
FCA998CEFCA397267003F8EFFFFCA3962701F00E0FEFE000A396280F707803C0EEFFF1A3073CF2
003DA396B5FCA3962700700E0FCAEAE03CA3962701FC03F8EF3FF0A296D0FCB3B3B3A39B3B7EF8
1F7E03FFA29B3B1F8E07C78E01A3F9000EA3F61EF8A39C3A001FC003FFA3E47F80C9FCA39BCBFC
B2>144 150 128 278 144 I[<F001C0AEC5FCA300C0C7D801C0C80038C8000FC8EA01C0A992CA
93C9FCA9D7FCA3D81FE0932701FE03FC9438FFFC1FA3D87038932707000E079438E01C70A3D8C0
0E041C90263801C093380071C0A3DE1FFEF103C1A395261C07B8F00F01A3D87038DE8E07CAEB00
70A3D81FE0932707FE03FC191FA2D7FCB3B3AF1AF8A3F1078EA32607EF80DA3FF00180913C0FBF
01FF83DFC0A226C1F8E09127E01C1FE0913C03E1C000E3F070A3DF078092268001FF13C0A3D9EF
80F40700A3D801E0C8273FF01FE0913A0FE001FFFBA32807F80FFFFEC9B500E0CBFCA3D7FCB2>
144 150 128 278 144 I E /Fj 21 61 df[<9A3C7DF83EFC07FE07A39A3C1F1E0FC71E0381A3
F70E00A3F51DF8A39A3C1C003FC007FE01A30B7F90C91207A39ACCFCB3A51A1CAF120FA3123FA3
126FA3120FA3953803FFFCA395C7121CA3EA7FF0A3CDFCB3B3A5F10FFCA3F1001CB3A5>144
144 128 272 144 33 D[<F001F0A3F0071EA3D8DF80DA7FE090C83D1FBE01FF03BFC07FA3D8F1
E0902801C0381FC0913D07E38001E3E071C0A30607C890268001FF1380A3D8DF80F40F01A300C0
C8277FE01FC091281FE001FFFBEB707FA327F00FFFFCC9B500C0CCFCA3D7FCB3A5F001C0B3B3B3
B3B3AD>144 150 128 278 144 40 D[<00F8077001FE90397F80FFFCA30038953E03F00383C1
C1E3BC70A328B83FF03FBF913E0F701E00F70038E1C0A329F8F01C38E1C00100060FC8FCA3F83C
70A3983C0383C1C1E0E1DCA326BE3FF0933E0FFF00FE007F838070A3D7FCB3B3ABF901FEA39E38
07FF80A3227BA3F801FFA39D380F07FFA39E38F7FE00A3E63F1FC7FCA39C3803FDFCA39C380E3F
1CA3E17F80EDEFF0A3972601FFE0030FC8FCA309DEED03FCA2E007FE92CAFCA3F21DFFA3DF03FD
1380A396260F1F1ECDFCA3F2F7F8A3942707F83F1FCEFCA394391C0E3BFCA394391FFE381CA394
391C0E0FF0A3DD1FFED0FCA3EF7C7EA3EF7FF8A3EE01FFA3EFDFE0A3EEFFDDA392380381FFA2>
144 150 128 278 144 I[<9E3803F7C1A39E3800FC70A6FAF7C0A3FAF001A39E3803FC00A39E
C8FCB3A51EE0AF1670A3ED01F0A3ED0770A31500A3F41FFFA399C7FCA3923807FF80A392CEFCB3
B3A51D7FA31D00B3A5>144 144 128 272 144 43 D[<F50FC0A3F53C70A329FBE01FF83EFC91
2601FF8090C8387DF80FA3293E3C701E0FC791270701E0FF92381F1E00A3D83800093C92381C00
0FA3DC0EFC1D38A300FED91FF890C82701FF80FF037F130FA3C9283FC07FFFF0C80007B5C8FCA3
93D3FCB3A52303B3B3B3B3B3AD>144 150 128 278 144 I[<DC07E0953B0FFC07F80FFFA30401
963B380F1C0E3BC7A328FC1DFE01FD9027FFC1FEF8933970038F1CA32D071F838F07E38071C38E
DA0FFFEC8070A326FF1C03E1000FEC83C7A300079B3A3C1C0E0F1DA3D8FFDC902881FDF8FFC193
3B0FE007F83807A3D7FCB3A87EB3A6FA3FC0A3FAE070A3F90FEFA3F978F8A39C3A3FC07BBFC0A3
9C3AE070783800A3E4FEEFEB0FE0A39A260783E090C8FCA39B38FBBFC0A39A261FEF80C9FCA3E3
7EFECAFCA2F57FBEA3993801F7F8A39938FFDFE0A3983803C1C0A398393FDDFF80A3DE0FF09026
E3F1C0CBFCA3DE381CD9EEFFCCFCA3DEFFDCEBE0F0A3DD03BBEC3FC0A3DEFFF090CEFCA3F083C0
A318FFA3EF7F83A3933801E3FFA3933807FFE3A393261DEEFFD0FCA2>144
150 128 278 144 I[<12C0A3D7FCAC12C0A3D7FCB3AB2107AFF10380A3190FA3D90FF0163BA3
D9381C1603A3D93BDC9AB5FCA3D9381CF50007A3D90FF0EE3FF8A390D3FCB29FB5FCA29FC7FCB3
A3F803FFA3F80007B3A5>144 150 128 278 144 I[<217EA39D3801C380A390271F7E0FDF9027
FF81F7E0DA0FF801C0C7FCA3902C07E383F1C780F07C389139780F07F8A3DCC007F201C0A3DA7E
03EE77E0A3912A000FF000FF8070C8390FF807F8A3D91FE0C92601FC03B5C9EA3FFFA390D6FCB3
B3B3B3A5C5FCA2D7FCB3B3AB>144 150 128 278 144 I[<083EF17FC0A3080E953803C078A331
07EF807FE0EFF01FEE07FE0FF7C0157BA33101F8E00078F81C783E1C078E3C709038007FC3A390
28E0007FF8E0983803C07BA3912601C0781E78A32807F8007FFE91281FEFC7FE0E9238007FC0A3
00F0D6FCA3D7FCB3A5F903C0B3B3A6237FA3FAC1C0A3E507F814DEA39A2703FC1C0E14C0A3C5FC
A2D0000F903A1C0E03C000A39A390E0707F8A3E30FFFC7FCA3F50E07A3F53FFFA3F5FFF7A3F5EF
FCA3993807FEF0A3F41EFFA30A1F1380A3E27E3EC8FCA3F47FF8A31DB8A3983801FFF8A31CFEA3
983807DFE0A2>144 150 128 278 144 I[<393FC07FFEA339E0F1DE38A339801C70E0A3EC0780
A3EC1E38A339E0F070EEA3393FC1C038A3CDFCB3B3ABEF7F80A392390FF1C1E0A39238383DDDA3
91397FBBBDC1A3903B01C0F83C7F80A3280FF1DEEFF0C8FCA327381DC0E0C9FCA339BBDC7F80A3
D8F81CCBFCA3EAEFF0A300E0CCFCA3BBFCA2CDFCB3B3AB>64 150 128 278
64 I[<1A1CAFD83FC0EC07FEA3D8607091381C0780A3EA801CA3DC07FEC7FCA3933A1C0783FFFC
A32760701F80913880001CA3D83FC0DA07FEC7FCA3CDFCB3B3A8F10FFCA3F1001CB3B2D83FC0EC
01FEA3D860700207C8FCA3D8801C141CA3EE1FFEA3933A1C0783FFFCA32760701F80913880001C
A2D83FC0DA07FEC7FCA3CDFCAB>144 150 128 278 144 I[<F001C0B3B3B3B3A52307AF231FA6
237FA3FA01F7A323FFA323DFA3FA07FFA3FA1DDEA3FA1FFFA323FEA623DEA3FA7FFEA323F0A3FA
7070A29E3803FFF0A39E380F7770A39E383FFFC0A39E38FF7700A39D3803EFFCA2>144
150 128 278 144 I[<92390381FFE093B5D1FCA3EE81C0A3ED0FFFA3ED3FBDA3912601FBFFD2
FCA2EDFFFCA3EDEFE0A3EC07FFA3EC1DEEA391381FFF80A3DA1C0ED3FCA3EC7FFEA3903801FDEE
A3903807DFF8A390383FF7E0A39038F77F80A3D9FFFCD4FCA33803F1F0A3EBFFC0A3EA0FF7A3D8
3EFFD5FCA3123FA3EA3BFCA3123FA312F8A2EAFFF0A6EABF80A312FFA9128FA300FED6FCA312BE
A312F8A612E0A91280A3D7FCB3AD>144 150 128 278 144 I[<1EE0AFDB01FEED7FE0A3922607
0780903801E038A392381C00E0A39638007FE0A3963A01E0381FFFA39227070780FC92C7FCA392
2601FE009038007FE0A392CEFCB3B3A81D7FA31D00B3A39BB9FCA30CE0CAFCACDB01FEED0FE0A3
92260707800278C8FCA392261C00E0EB01E0A3F2FFE0A39739E0381FFFA39227070780FC92C7FC
A2922601FE009038007FE0A392CEFCAB>144 150 128 278 144 I[<2303B3B3B3B3B3A2230FA9
233FA3C5FCA3D5EA1E3FA3FA1FEFA3FA7E3FA3FA7FFBA923BBA39E3801FFFBA30F0713E3A3F91D
DEA29E381FFF83A39E381C1E03A3F91FFEA39D3803FC7EA39D380F77F8A2>144
150 128 278 144 I[<6C92381DEEFF93381FFF80A3DC1C0ED1FCA3EE1FFEA3EE7F7EA3923801
F7F8A216FFA3EEDFE0A316FFA3ED0FC7A304FFD2FCA31607A316FFA3ED3FDFA3EDFDFCA3913803
FF7CA391380EEFF0A3903901FEFFC0A39026078F8FD3FCA3ECFFFCA390381FE380A3EB77FFA3EB
7FBBA32681F1FED4FCA3EBFFE0A3EA87C7A238BFFF80A3EAFFF7A3D8F7FCD5FCA3EAFF70A313F0
A313C0A31287A3B4D6FCA312F7A3B4FCA390C4FCA300FCD6FCA312F0A31280B3B3>144
150 128 278 144 I[<2107AFDF0FE0EC03FFA3DF383891380E01C0A3953801E00FA3E303FFC7
FCA39A260E01C0B5FCA3952800383807C0ED0007A3DF0FE0DA03FFC7FCA396CDFCB3B3A8F803FF
A3F80007B3A3B712E0A3D4FCACDF0FE015FFA3DF3838EC03C0A3952601E00F020EC8FCA3F50FFF
A39A260E01C0B5FCA3952800383807C0ED0007A2DF0FE0DA03FFC7FCA396CDFCAB>144
150 128 278 144 I<A29001808190>I[<982607DFE0ED03C0F4FF80A3F31F1FA3E1FFFEC9FCA3
080313DEA3F3DFF0A297380FFDC0A3F23BFFA3083F90CAFCA3F2381CA3F2FFFCA3963803BBDCA3
F2FFF0A396387F8FC0A3952601DEFECBFCA3F1FFEEA3F1C3F8A3953807FFE0A3F01DDEA395381F
FF80A3DE7F1ECCFCA3943803DFFEA394380FFDDEA394383BDFF8A3DD3FFFCDFCA3EFF87CA29338
03FFF0A393380FEF70A393387EFFC0A3DC7FBFCEFCA3923801FBF8A3EEFFE0A3ED07E3A3EEFF80
A3151FA3DB1DFECFFCA3151FA6157FA3913801DDEEA391380FFFF8A39138FFDDE0A3902603BDFF
D0FCA3ECFFDCA3EC8FF0A3ECFFC0A31481A214FFA3EB0F8FA302FFD1FCA3133FA3EB3BFCA2>
144 150 128 278 144 I<A24001808140>I[<1A1CB3B0F10FFCA3F1001CB3B3A2D83FC01570A3
D86070EC01F0A3D8801CEC0770A3161CA393B53883FFFCA32960701F800070C7121CA3D83FC0EC
01FEA3CDFCB3B3A5F10FFCA3F1001CAA>144 150 128 278 144 I E /Fk
16 56 df[<EC1C1EA2EC1FFEA315DEA3EC7FFEA5EC77F8A3147FA3EB01F1A390380FFFC0A3EB3F
FDA3D93DFFD4FCA3EB3FDCA3EBFFFCA314F0A3EBE070A3EBFFF0A3EA03FDA3380FBFC0A313FFA3
000E90D5FCA3120FA3EA3E3FA3EAFBFCA3EAFE3CA3EAFFE0A200BED6FCA312F8A312E0A61280A3
D7FCB3AFC5FCA3C90038CA0038CAEA7800A999CBFCA893D3FCA3912701FE03FC97390FFC03F8A3
912707000E07973938071E0EA3021C90263801C0F37803>144 150 128
278 144 33 D<C5FCA3C8D801C0C9D803C0C9000EC7FCA992CB95C8FCA898CEFCA3071C90393F
C01FE0A3077C9039E0F07038A36C943C03DC03801DC00E901E809E90>40
D[<962A383807C00E01C01307A2DF0FE0EC0FFFA396CDFCB3B3A8F803FFA3F80007B3B1DF0FE0
1A0FA3DF38381A38A3952601E00F1A3BA32338A39DB5130FA39526003838DD00071300A3F10FE0
A396CDFCACB700E09AB5FCA3C8001ED3FCB192D4FCA39028E001FF80FF1D0FA3000390280700E3
81C01C0EA3001E90C726EE00701C0F>144 150 128 278 144 I[<F57C7EA2F57FF8A31E78A399
3801FFF8A21DFDA399380FDFE0A30BFFCBFCA31D07A399B5FCA3090313C7A398380FBFFCA3F4EF
C0A3E13EFFCCFCA3F33FFCA3F3383CA3F33FFCA3F207F8A397381DEFE0A3F27FEEA3963901DDFF
80A3E0FFF8CDFCA3963807C7E0A39638FF7F80A39538FF87C7A394270783BDFCCEFCA2933A07F7
BB81C0A393271C1F83FFCFFCA39227FE1DDEFED0FCA391270383DC1ED1FCA39238FBC7F0A300E0
90260F8FC0D2FCA3003CD90EFED3FCA300BC140EA3003CEB03F8A300E090D5FCA3D7FCB2C5FCA3
D8001CC900E0C8003CC8D801C0C7FCA995C993C9FCA890D6FCA326FFC1FE942701FE01FC1707A3
2700070380933907800F07A327FF1C00E093281C003C01E01600>144 150
128 278 144 43 D<C5FCA3D8000EC90070C8D80780C80038C7FCA995C994C8FCA890D6FCA326
FFE0FF9539FFC03F80A32701E381C0933A03C070E0F0A327078E0070953877803C901E809E90>
I<BBFCA3260001C0C8EA0E00A995C7FCA890CCFCA3393FF01FE0A339E01C7038A390381DC00E40
1E809E40>I<972807783801C0ED3FFCA2081CF10007A397387FFFB8A3972700780F07C91238A3
972701FE03FCEE0FFCA3900E808E90>I<26700380912803C007803CDC038F1370A2DEFFC7F00E
0FA3DEC0771878A3D81C0EC8912670E0F0943803C1C0A3D807F8922800FFC03F809438007F00A3
900E808E90>I<92260E01DC01E09239F01DE00FA2922603FF1CEF1FFDA392260E01DCEF001DA3
9426C70380933870383CA3922703FF01FEC9391FC00FE0A3900E808E90>I<A29001808190>I<02
1C90263801C0963938077803A2DA1FFEF40FFCA391261C03B8F33807A3DC8E07CDEC1E0EA39127
07FE03FC97390FFC03F8A3900E808E90>I<6C943C03DC03801DC00EA2F0001CA6CC903A00E0F0
7038A3953C03FFC03FC01FE0A3900E808E90>I<D81EE002EE01701C0FA20000DA1F8E1E00A391
3801F00EA391280700E381C01C0EA3D81FFE9026FFE0FFD01203A3900E808E90>I<D8FF1C01E0
041C90383C01E0A2D801DCF01FFEA397381C03BCA39026C70380DE8F07CBFCA326FF01FECA3907
FE01FCA3900E808E90>I<D8078E0170933A03C077803CA2D81C0E953800FFC7A30070963803C0
77A390260381C0953870E0F0A3D900FFCB39FFC03F80A3900E808E90>I<39E01DC00EA2EA3FFD
A3EA001DA39038F07038A3393FC01FE0A3400E808E40>I E /Fl 21 61
df[<1EE0B3B21D7FA31D00B3B3A2DB01FEED0FE0A392260707800278C8FCA392261C00E0EB01E0
A3F2FFE0A39739E0381FFFA39227070780FC92C7FCA3922601FE009038007FE0A392CEFCB3B3A5
1D7FA31D00A8>144 150 128 278 144 33 D[<9B3801EFE01FFFA21FE0A31FFFA31E07A3F77F
80A31FFFA61E1FA3F6777BA3E47FFEC9FCA31FF8AFF501F1A3F6FFE0A3F53FC1A3F5E1FFA3F5FF
F1A3E3E07FCAFCA3F5FFF0A2F5E070A3F5FFF0A3F403FDA399380FBFC0A31DFFA30A0E90CBFCA3
1C0FA3F40E0FA3F40FFFA31DEFA3F43FFFA6F43BFCA31C3FA3F301F8A3F4FFE0A31B07A3F4BF80
A31CFBA3F31FFFA3972601FDFECCFCA29738071F8EA3F3F7F8A397383FFF80A3E03DFCCDFCA3F2
3FDCA3F2FFFCA31BF0A3F2F070A2>144 150 128 278 144 40 D<A29001808190>I[<2107B3B2
F803FFA3F80007B3B3A2DF0FE015FFA3DF3838EC03C0A3952601E00F020EC8FCA3F50FFFA39A26
0E01C0B5FCA3952800383807C0ED0007A3DF0FE0DA03FFC7FCA396CDFCB3B3A5F803FFA3F80007
A8>144 150 128 278 144 43 D<2301A92307A6233FA523FCA323FFA32203A323BFA323FFA9FA
0F87A2902B80AB90>I[<EFFBFC93380FEFF0A2933878F870A393387FFFC0A305B8D1FCA3923801
FFF8A6EEEFE0A316FFA3ED07E3A392381FFF80A3ED7F7BA3912601F7FED2FCA3EDFFF8A3EDDFE0
A315FFA3EC0FC7A303FFD3FCA3EC3FDFA3ECFDFCA3ECFF7CA3903803EFF0A3ECFFC0A2EB0F8FA3
02FFD4FCA3EB3F8FA33801EFFFA33807FEEFA3381DEFFCA3381FFF80A3D81C0ED5FCA3EA1FFEA9
13EEA3EA7FFEA313F8A312F1A3EAFFE0A312FDA312FFA312F7A3EA7F80A300FCD6FCA2127CA312
F0A612C0AE>144 150 128 278 144 I<A24001808140>I[<1A1CB3ADD83FC01570A3D86070EC
01F0A3D8801CEC0770A2161CA393B53883FFFCA32960701F800070C7121CA3D83FC0EC01FEA3CD
FCB3B3A6F10FFCA3F1001CB3B3A2D83FC0EC07FEA3D8607091381C0780A3D8801C1400A3057EC7
FCA3933A07C003FFFCA33E60701F801C0780001C>144 150 128 278 144
I[<9C3807E3E0F8FF80A320FBA3F71FFFA6E51DFEC8FCA31F1FA3F71C0EA3F71FFEA3F77F7EA3
9B3801F7F8A31FFDA39B380FDFE0A30DFFC9FCA2F63F1FA31FFCA3F6FF1CA39A3803BFFCA39A38
0FFDDCA39A383BBFF0A3E33FFFCAFCA3F5383CA3F53FFCB2F401F8A3F5FFE0A3F407FBA399381F
BF80A31DEFA3E27DFECBFCA3F47FF8A2F301F1A3F4FFE0A31B07A3F47F80A3F33FF7A3F3F7FFA3
E1FFFCCCFCA3F3F070A3F3FFF0A397380FF070A3973838FFF0A397383FFC70A39738383FC0A3E0
FFFCCDFCA3963807BBBCA3F2FFF0A396381F8F80>144 150 128 278 144
I[<1C0EB3B3B3B3B3B3B3B3A6>144 150 128 278 144 I[<1EE0B3ADDB01FEED0380A3922607
0780140FA392261C00E0147BA2F101E3A3963A07FFF81FFFA3922A070780FC000380C7FCA39226
01FE00EC0FE0A392CEFCB3B3A61D7FA31D00B3B3A2DB01FEED7FE0A39226070780903801E038A3
92261C00E090C7FCA3F203E0A397397E001FFFA3922A070780FC01E038C7FC>144
150 128 278 144 I[<F2F070F2FFF0A31903A3F2BFC0A31AFFA91A81A3F13FFFA3F1FFF1A3DF
EEFFCEFCA3F1FFF0A8F007E3A3F1FF80A3181FA3DE1EFECFFCA3181FA9F07E3EA3F07FF8A919B8
A3943801FFF8A319E0A318C0A318FFA318FEA3EF07FFA3EF1FF7A39438F77F80A3DDFFFED0FCA2
EFF070A3EFFFF0A393383FF070A39338E0FFF0A39338FEF070A3923903E3FFC0A392261FFFC0D1
FCA3ED7BBBA3DB7FFED2FCA3913801FEF8A3913807DFE0A315FBA391381F7F80A303FED3FCA3EC
1C1EA3EC1FFEA3EC1C1E>144 150 128 278 144 I<A29001808190>I[<2107B3ADDF0FE0151C
A3DF383815FCA3952601E00FEC03DCA2F50E1CA39A263FFFC0B5FCA3952A00383807C0001CC712
07A3DF0FE015FFA396CDFCB3B3A6F803FFA3F80007B3B3A2DF0FE0EC03FFA3DF383891380E01C0
A3952601E00F1400A30C1FC7FCA3E303F090B5FCA3953F00383807C00E01C00007>144
150 128 278 144 I[<FA0F87FA3FFFA3FAFFF7A3FAEFFCA3FAFFF0A9F903E3A3FAFF80A3211F
A39E381EFE00A3F91FEEA3F97FFEA322F8A2F97838A3F97FF8B2F801F8A3F9FFE0A921FEA3F807
FFA32280A32103A321FFA3201FA3E61DFEC7FCA39C380FFDDEA39C38381FFEA39C383FDFF8A2E5
F87CC8FCA39B3803FFF0A39B380FEF70A39B387EFFC0A3E47FBFC9FCA39A3801FBF8A3F6FFE0A3
1EE0A31EFFA31D07A3F67F80A31EFBA3F51FFFA354CAFCA3F51C0EA3F51FFEA3F57C7E>144
150 128 278 144 I[<12C0D7FCB3B3B3B3B3B3B3B3A5>144 150 128 278
144 I<A24001808140>I[<2A60701F801C0780131CA2D83FC0EC1FFFA3CDFCB3B3A8F10FFCA3F1
001CB22301A2FA0FF1A3FA383DA3FA3FFCA3FA383CA39E381FFFFCA3D83FC0E03FC0923870383C
A3D86070E0E070923877BFF0A3D8801C08EF9338703800A30AE0EE1FE0A3952603FFFCD93FC092
C8FCA3D8607093C7001C90CDFCA3EA3FC0A3CDFCAC081FBCFCA397C70038C8001CC8FCA99DC9FC
A899CDFCA398267803FCEE3FFFA3972701F80F07EE3800A3972807783801C0ED3FFC>144
150 128 278 144 I[<96381F8F80A208FECEFCA3F17FBEA3953801F7F8A219FEA3953807DFE0
A3F1FF80A3F01F1FA394260FFDFECFFCA394383FFC1EA394383BDFF0A3DD3FDCD0FCA3EFFFFCA3
040313F0A3EE1EEEA393381FFFC0A305EED1FCA3EE7FFEA3DA3FC013BEA39139E0707BF8A3D90F
EFEB1FE0A3D938F890D3FCA33901FFBFC0A3267FBBB8D4FCA338C7FFE0A238DFE380A3D8C1FED5
FCA3EA7F80A3D7FCB3B3A3C5FCA30070C7D801C0C7D80780C7D80380C7000FC7FCA992C993C9FC
A8D7FCA3D807F893271FC03F80923907FFE07FA3D81C0E9327F000E0F0933900E3C1C0A3267003
80912803C007803C923A00038F0070>144 150 128 278 144 I[<1C0EB3B3B3B3B3B3ACC5FCA3
D8003CC8001CC80078C7D801E0C812E0A990C993C81700A894D2FCA3922703FF01FE93391FF00F
E0A392280E01C703809239F01C383CA39426DC00E093381DE00F>144 150
128 278 144 I[<922A070780FC01E03814E0A2922601FE00ECFFF8A392CEFCB3B3A81D7FA31D
00AC2307A3231FA3237DA2237FA3FA01F7A3FA07FFA3FA3DDDA3E501FE14FFA3DB01FE973A07FF
803C1CA392260707800877EB07F0A392261C00E099C7FCA320FFA3E21FFFD901FEC8FCA3922607
078093C790CAFCA3DB01FECCFCA392CEFCAC00FC9AB9FCA3D5EA0700A99FC7FCB2>144
150 128 278 144 I E /Fm 21 61 df[<C5FCA3D80380C7003CC7D803C0C7001CC7D801C0C7FC
A9C992C992C9FCA993D3FCA3912707FE01FC912901C003FC01FE01071303A391271C038F070207
90290E070783801F130FA39326BC01E0011D90293801DC00E077133BA3DA07FF040106071303A3
EC0003A392260E0F07C7913A0E07078380A3912707F801FC913F1FFE03FC01FE007FF83FA291D5
FCB3B3AF01FC953C07FFE3FFF1FFFCA3013C07009039C007B8E0A3293FBC1FF83FDF913C000383
FFC1E380A22AE0FC700E3C71E0021EC7D8700EC9FCA30978ED38E0A3993A03C071E3BCA3273FBF
1FF8953A00FFC780E0A3D7FCB3A3>144 136 128 264 144 33 D[<DB01FE19E0A292CEFCAC00
FC9AB9FCA3001C0B38C8EAF000A99BC9FCA9D7FCA326C003F89A397FFE07F0A3D91E0E9A397000
3C1CA390267803C099397FF8F007A3F8000EA6D91E0ED00070EB3C1CA326FC03F89A391FF807F0
A2D7FCB3B3B3A39E3803F7C1A29E3800FC70A6FAF7C0A3FAF001A39E3803FC00A39EC8FCB2>
144 150 128 278 144 40 D[<200FAEC5FCA3C70070C7D801C0C7D80780C7D80380C7120EA991
C893C91600A994D2FCA393270FF01FE0923A01FFF83FC0A39327380070389339C078E070A36C92
27E001C00E923A0001E3801CA3DCFFF1F00703A3DCE01D181CA3C990261C7038943800E070A393
273FF01FE0F03FC0A293D3FCB3B3AFF50FC0A3F53C70A329FBE01FF83EFC912601FF8090C8387D
F80FA2293E3C701E0FC791270701E0FF92381F1E00A3D83800093C92381C000FA3DC0EFC1D38A3
00FED91FF890C82701FF80FF037F130FA3C9283FC07FFFF0C80007B5C8FCA393D3FCB2>144
150 128 278 144 I[<C5FCA3C8000FC8001CC80070C80078C7FCA996C993C8FCA992D4FCA390
2701FF807F93270FFC07F8150FA390280780E1C1E0922738071E0E153FA39226EF007894267003
80ECEF01A3902601FF8FDD0FFF170FA390260780EFEF0007A39226E1C1E093261C1E0EC81300A3
902701FF807FC9270FF007F8EDFFF0A290D6FCB3B3AFDC07E0953B3FFF07F80FFFA30401963B38
001C0E3BC7A328FC1DFE01FD9027FFC1FEF8913B3FFC70038F1CA22D071F838F07E38071C38EDA
000FEC8070A326FF1C03F783C7A300070B3890391C0E0F1DA3D8FFDC902881FDF8FFC1933B0FFC
07F83807A3D7FCB3A3>144 136 128 264 144 43 D[<DF0FE01807A296CDFCACB700E09AB5FC
A3D800E0D4120EA92300A990D6FCA3391FE007F0A33978381C1EA33AC00EF00780A92778381C1E
D3FCA3391FE007F0A2D7FCB3B3AF12C0A3D7FCAB12C0A3D7FCB3A6>144
150 128 278 144 I[<C5FCA3C8000EC80007C80007C838038000A996C993C8FCA992D4FCA390
2707FFE0FF94273FC07F801501A391270003C1C09339E001E0E0A39127FF8E0070922803800700
381500A390C700EEF0FFC7A3F48077A301079026E3C1C0943871E0E0A3902701FF80FFCA39FFC0
7F80A290D6FCB3B3AF223EA3FAE380A3912C0FBE07DF80FFC1FBE0DA0FFCEBE000A2912C03E3C1
F0E380703E3C9139380703F8A3DDC003F200E0A3DBBE01EE3BE0A3922A8007F000FFC038C8390F
FC03F8A3DA0FE0C92601FE01B50080C8123FA391D5FCB2>144 136 128
264 144 I[<F10380AEC5FCA326000380C7D803C0C7D801C0C7D801E0C8FCA994C993CAFCA990
D6FCA327FFF83FC093273FF01FE0EE1FF8A327C038E0709327E01C7038EE701EA32701E3801C94
381DC00EA3D80783DE3FF1F01FFEA3D81C03DEE01DF0001EA3902600E07094261C70381778A3DA
3FC093273FF01FE0EE1FC0A2D7FCB3B3AF091F197FA30907F001C0A3903103EFC07FE077F80FF7
07FE07F7E0EB0700A2904300FC7000387C1E381F1E03871C78A3913AE0007FF870A3922601E038
F401C0A3902803FC007FFF91280FF7C7FE07ED007FA3D8FFF8D5FCA3D7FCB2>144
150 128 278 144 I[<BBFCA300E0C800F0C8FCA993C9FCA9CDFCA3EA0FF0A3EA381CA3EAE007
A9EA381CA3EA0FF0A2CDFCB3B3AF3880FFFEA338E3DC70A33838F1C0A20107CBFCA3EB1C70A338
E0F1DEA33883C070A3CDFCB3A3>64 136 128 264 64 I[<1A1CAF120FA3123FA3126FA2120FA3
953803FFFCA395C7121CA3EA7FF0A3CDFCB3A9081FBCFCA3081CCEFCACF10FFCA3F1001CB3B3A2
D83FC0EC07FEA3D8607091381C0780A3EA801CA3DC07FEC7FCA3933A1C0783FFFCA32760701F80
913880001CA3D83FC0DA07FEC7FCA3CDFCA5>144 144 128 272 144 I<C5FCA3D7FCB3B3B3B3
A7905280D290>I[<1C0EB3A3F901FEA29E381FE380A3F9777BA3F80FF7A39D393C7DFE00A39C39
0FFDDFE0A39C26383C1CC7FCA39B397FBBBFF0A39A2701FDF83CC8FCA39A3907DFEFE0A39A26FF
F7E0C9FCA399390FC7FF80A399263FDDFCCAFCA39938EFF1C0A3C5FCA3CD277F78FEF0CBFCA396
3A03C1FBBFC0A395287F83DDF83ECCFCA3943B01E0E3C1DFEEA3953AFEE07F000EA3DD07E390C7
FCA3F0FF80A218FBA3EF1FFFA6DD1DFEC8FCA3177FA3933801DDEEA3EFFFF8A3040F13E0A371C9
FCA317F7A3EE3FFFA317FCA3EE3C1CA3EE3FFCA3EE3C1CA3EE3FFCA3EEFF1CA3923803BFFCA3EE
FFDCA3EE8FF0A2>144 144 128 272 144 I[<1EE0AF1670A3ED01F0A3ED0770A21500A30A1FBA
FCA399C700E0CAFCA3923807FF80A392CEFCB3A912FCA3D1FCAC1D7FA31D00B3B3A2DB01FEED7F
E0A39226070780903801E038A392381C00E0A39638007FE0A3963A01E0381FFFA39227070780FC
92C7FCA3922601FE009038007FE0A392CEFCA5>144 144 128 272 144
I<C5FCA3D7FCB3B3A62303A3230EA3230FA3233EA3FA03FBA2FA1FFEA3FA7EFFA39E381FFFBEA3
9E38707BF8A39E387FFFE0A39E38707800A3F97FF8A3F803FDA39D380FDFC0A3F8FFF7A39C2603
8FFFC7FCA39C380FFBFCA39C387BBBC0A3E57FFFC8FCA3F77838A3F77FF8A320B8A39B3801FFF8
A6F7EFE0A2907680F690>I<F63F80A3C5FCA3CB90CAD8EEE0C9FCA394260383C016E0A3DB01FC
01BBEF3F80A3DB0F07018394CBFCA39326FF00FFD0FCA3912603FF0790D1FCA391380E0FFFA391
380FEF07A391383E3FFCA32701FC3BFCD3FCA3390707B83CA39038FF8FE0A3263FC780D4FCA3EA
F7FFA3EAFF77A3D8F7FCD5FCA3EAFFC0A3003FD6FCA312FCA2123CA312F0A3D7FCB3B3B1907980
F990>I[<2107AFF10380A3190FA3D90FF0163BA2D9381C1603A3B700E098B7FCA32600381CC9DF
0007C7FCA3D90FF0EE3FF8A390D3FCB3B3A6F803FFA3F80007B3B3A2DF0FE0EC03FFA3DF383891
380E01C0A3953801E00FA3E303FFC7FCA39A260E01C0B5FCA3952800383807C0ED0007A3DF0FE0
DA03FFC7FCA396CDFCA5>144 144 128 272 144 I<C5FCA3D7FCB3B3B3B3B3B3A7907680F690>
I<237FA3C5FCA3D5EA07FEA3FA1DDEA3E60FE013FFA39D3978381C1EA39D397FB807F8A39B27FF
01F8F8C7FCA39A3A0381C1EFE0A30CFF13E0A39B3981C07F80A39AB590C9FCA39938078381A39A
B5CAFCA399381FE380A3F477FFA3983801FFBBA398260777FECBFCA3F4FFE0A3F40780A31CFFA2
973803FF1FA397260E1FFECCFCA397383FFF1EA39738EEF7F0A3962603FFFCCDFCA396381EEEF0
A396381FFFC0A308EECEFCA3F17FFEA31ABEA3953801FBF8A3953807FFE0A3F01DDEA3943903FD
FF80A394260F1F1ECFFCA3F0FFF8A306F7D0FCA3EF3FFFA318DFA3EFFBFCA2907980F990>I<EF
7F80A26C923801C1E0A3BBFCA300E0C83901C1E000A39338007F80A3008093C8FCA3CDFCB3B3B3
B3B3B0407B80FB40>I[<1A1CB3B2F10FFCA3F1001CB3B3A2D83FC0EC01FEA3D860700207C8FCA3
D8801C141CA3EE1FFEA3933A1C0783FFFCA32760701F80913880001CA3D83FC0DA07FEC7FCA3CD
FCB3B3A5F10FFCA3F1001CA8>144 150 128 278 144 I<2307A9231FA22377A3237FA3FA01FE
A3FA077FA323F7A3FA1F1FA323FEA3FA7C7EA39E3803FFF0A39E380FF770A39E383F7FC0A3FADF
00A3F9FBFCA3F9FFF0A3F803E3A3F9FFC0A321FBA3F80FFFA321EFA3E67EFFC7FCA3F87FF8A2F8
7838A3F87FF8A321B8A39C3801FFF8A6F8EFE0A320FFA3F707E3A2906080E090>I[<9226038FF0
160E92380FFFC0A2ED3BBDA34AB5CAFCA3913807FBBCA391381FBFE0A3EDFF80A3DA1DFECBFCA3
EB01FFA39038071F8EA3ECF7F8A390383FFF80A3D93DFCCCFCA3EBFFDCA33803BFFCA3EBFFF0A3
380F87C0A301FFCDFCA3EAFE3FA3EABBFCA3EAFFBCA3EA8FF0A3EAFF80A212BBA300FECEFCA312
38A312F8A312B8A312E0A3CFFCB3B3B3AD>144 150 128 278 144 I E
/Fn 21 61 df[<95381F7FF8F1FFB8A3F11FE0A3F1FF80A31907A319FFA319F7A319FFA6DE1DFE
CFFCA3181FA3F0FC7EA3F0FFF0A91970A3050313F0A219C0A318DDA3C5FCA3CA000F01C0CFFCA3
050E90D0FCA3173FA317EFA3EFFFFCA317E0A3EE03FFA3EE1EEEA393387FFFDCA3923901FEEE1C
A3923807DFF8A3EEFFE0A3EE7F80A316FFA3ED1F1FA3EEFE00B1ED1C1EA3ED1FFEA3157FA3ED77
F8A3ED7F78A3913803FFF8A316C0A3EC0FC7A303FFC7FCA3ECFF1FA3903803BBFC>144
150 128 278 144 33 D<C5FCA3D7FCB3B3B3B3B3A3906080E090>40 D[<1EE09BB9FCA30CE0CA
FCB3AC1D7FA31D00B112FCA3D1FCB2DB01FEED0380A39226070780140FA392261C00E0147BA3F1
01E3A3963A07FFF81FFFA3922A070780FC000380C7FCA3922601FE00EC0FE0A392CEFCB3B3A51D
7FA31D00AA>144 150 128 278 144 I[<F8FFF0C5FCA3D2000301F0C7FCA321C0A3208FA320FF
A31F0FA30D0E90C8FCA3F70FEFA3F77FFFA6F7783FA3F77FFFA320BFA354B5FCA3F607FEA39B38
1DEFEFA29B381FFF8FA39B387C7E0FA3F67FF8A3F501FDA39A380FDFE0A31EFFA3F67F00A366A3
1E07A31EFFA31E07A31EFFA91EF7A3F53FFFA31EFCA3F5FC7CA3F5FFF0A3993803FC70A399380E
FFF0A20A0F1370A399380E3FC0A3E20FFFC7FCA3F40E0FA3F40FFFA3F43FBFA3983801FBFCA31C
FFA3F4EFE0A31CFFA31CE0A31CFFA3F31FE3A3983877BF80>144 150 128
278 144 43 D[<C5FCA3D7FCB3B3B3B3B3B3B3B3A2>144 149 128 277
144 I[<2107B712E0A3D4FCB3ACF803FFA3F80007B3B3A2DF0FE0151CA3DF383815FCA3952601
E00FEC03DCA3F50E1CA39A263FFFC0B5FCA3952A00383807C0001CC71207A3DF0FE015FFA396CD
FCB3B3A5F803FFA3F80007AA>144 150 128 278 144 I<2301A62307A3233FA623FDA223FFA3
FA03F1A323FFA323FDA3FA0FFFA6220EA3220FA3FA0E07A3FA3FFFA3FAEEF7A3FAFFFCA323F0A6
22FEA3F903FFA32380A3F91F8FA3FAFE00A322EEA3F97FFEA5F97BF8A3217FA3F801F8A3F9FFE0
A9F81FDEA3F871FFA39D387F7F80A39C2603F1F8C7FCA39C380FFFC0A3F7FFDDA39B2603BBFFC8
FC907780F790>I[<90263BBFC0ED0380EB3FFDA3D938FFC9FCA3EB3FFCA3EA01F8A3EBFFE0A3EA
07F8A3EA1DFFA3EA1FFEA3381C3F80A3D87FFECAFCA3EADDEEA3EAFFF8A3EAF7E0A3EA7F80A312
DFA300FCCBFCA212F0A612C0ACCCFCB3B3B3B3AC>144 150 128 278 144
I<A24001808140>I[<1A1CB3AAD83FC0EC07FEA3D8607091381C0780A3D8801C1400A3057EC7FC
A3933A07C003FFFCA33E60701F801C0780001CA3D83FC0EC1FFFA3CDFCA32301AC233FA323F7A3
23FFA3FA03F1A3FA0FFFA3FA3BBDA3FA3FFFA29E3807F8FCA39E381EEFF0A3DF0FFCF01FFEA3DF
001C95381E3F80A39E387FFE00A39D3801DEEEA3F9FFF8A39D3807F7E0A39D381F7F80A321FFA3
E61DFEC7FCA39B381FE01FA39B3978381C1EA39B397FF807F0A3E47838C9FCA3F67FF8A3D83FC0
97383FC1F8A3D860709739E071DFE0A3D8801C08EF13C0A39939E0707F80A3952603FFFCD93FC0
CBFCA2D8607093C7001C90CDFCA3EA3FC0>144 150 128 278 144 I[<902603BBFC141CA2ECFF
DCA3EC8FF0A3ECFFC0A31483A314FFA3130FA3010E90C8FCA2EB0FEFA3EB3FFFA314F8A3EB3838
A3EB3FF8A3EA01F8A3EBFFE0A3EA1FE3A33877BF80A3EA7FBBA3D8F1FEC9FCA3EAFFE0A312C1A3
12FFA312C7A3EA7F80A31277A300FCCAFCA312C0A6CBFCB3B3B3AE>144
150 128 278 144 I<A29001808190>I[<1EE0B3AADB01FEED7FE0A39226070780903801E038A3
92261C00E090C7FCA3F203E0A397397E001FFFA3922A070780FC01E038C7FCA3922601FE00ECFF
F8A392CEFCB3B3A51D7FA31D00B3A92301ACDB01FEE001FE1407A392260707809638070780A392
261C00E01A77A30E071401A3E21FFFD901FEC8FCA2922607078093C790CAFCA3DB01FECCFC>
144 150 128 278 144 I[<982677BF80140FA2F37FFBA3E171FEC8FCA3F37FF8A3F37038A3F3
7FF8A3F201FDA3973807DFE0A21BFFA3F37F80A31BFFA31B07A31BFFA3F23F1FA309FCC9FCA31A
FFA3F2F7F0A31AFFA6190FA3963838FC70A396383FFFC0A3952607F83CCAFCA395381E3FFCA394
3901FEFE3CA39439071F8FF0A3DEF7F8CBFCA394381F1F80A306FECCFCA218DEA3EFFFFEA3187E
A3933803F7F0A3EFFFC0A3EE0FC7A3027FD90EFFCDFCA3902601FDC01307A3D90FDFEB03FCA3D9
FFF790CFFCA326038FFFD0FCA3383FBDFCA338E3E1C0A3B5D1FCA3EAE0E0A312FFA312E3A3EABF
80A31283A300FED2FCA3D3FCA6>144 150 128 278 144 I<A29001808190>I[<2107B3AADF0F
E0EC03FFA3DF383891380E01C0A3952601E00F1400A30C1FC7FCA3E303F090B5FCA3953F003838
07C00E01C00007A3DF0FE0EC0FFFA396CDFCB3B3A5F803FFA3F80007B3B3A3DF0FE01A0FA3DF38
381A38A3952601E00F1A3BA32338A39DB5130FA29526003838DD00071300A3F10FE0>144
150 128 278 144 I[<9B3803BBFFA2F7FBDCA39B380F8FF0A3E47FFFC9FCA39A3801EEEFA3F6
FFF8A39A381FE3E0A39A38777F80A2993801FF7BA399260F77FECAFCA3F5FFE0A3E23F1FCBFCA3
1DFCA3F43C1CA3F43FFCA31CFFA3F4EFF0A3F4FF70A3090313F0A3090F13C0A3F33BBDA350B5CC
FCA3080713BCA3F3BFE0A3F3FF80A61A1FA3F277BBA3962601FFFECDFCA2070713B8A3F27FE0A3
F2F780A3F13FFFA3952603FDFCCEFCA395380E3F1CA395380FFFF0A3942607FE07CFFCA394381E
0FFFA394387FEE07A3933901DEEFFCA3932607FFF8D0FCA393381DDEE0A3D91FE0ECFF80A3D970
78D91C1ED1FCA3017FEC07F0A326E1F1F890D3FCA3383DDFE0A3EABDC1A3D83C7FD5FCA300E0D6
FCA2D7FCA4>144 150 128 278 144 I[<F10380B3B3B3B3B3B3B3B3A6>144
150 128 278 144 I<A24001808140>I[<D83FC0181CA2CDFCAC081FBCFCA30807C80078C73807
8000A997C992C8FCA99BCBFCA399273FFF03F81501A3992738001E0E1507A399283FFC7803C014
3CA3E20007173FA3233CA30A38D91E0EC8FCA399270FFC03F81507A299CDFCB3B3B3A39B3B7EF8
1F7E03FFA29B3B1F8E07C78E01A3F9000EA3F61EF8A39C3A001FC003FFA3E47F80C9FCA39BCBFC
B2>144 150 128 278 144 I[<181CAEC5FCA3D80038C7D80380C70038C7D80380C70038C7FCA9
93C992C9FCA990D6FCA326FC03F892271FFF83FC923907FE03FCA326000E0F92271C078E079239
1C038F07A390263803C09128001E3801C09338B801C0A300FC0670943807FE38A3D807B8DC01C0
94381C03B8A3D98E0FC8DA0E07C891388F0700A326FC03F8DD03FC923907FE03FCA2D7FCB3B3AF
1AF8A3F1078EA32607EF80DA3FF00180913C0FBF01FF83DFC0A226C1F8E09127E01C1FE0913C03
E1C000E3F070A3DF078092268001FF13C0A3D9EF80F40700A3D801E0C8273FF01FE0913A0FE001
FFFBA32807F80FFFFEC9B500E0CBFCA3D7FCB2>144 150 128 278 144
I E /Fo 21 61 df[<9A3C7DF83EFC07FE07A39A3C1F1E0FC71E0381A3F70E00A3F51DF8A39A3C
1C003FC007FE01A30B7F90C91207A39ACCFCB3A51A1CAF120FA3123FA3126FA3120FA3953803FF
FCA395C7121CA3EA7FF0A3CDFCB3B3A5F10FFCA3F1001CB3A5>144 144
128 272 144 33 D[<F001F0A3F0071EA3D8DF80DA7FE090C83D1FBE01FF03BFC07FA3D8F1E090
2801C0381FC0913D07E38001E3E071C0A30607C890268001FF1380A3D8DF80F40F01A300C0C827
7FE01FC091281FE001FFFBEB707FA327F00FFFFCC9B500C0CCFCA3D7FCB3A5181CB3B3AF2307A3
231EA2FA07FEA3FA1C1EA3FA7FDFA39E3803DDDEA39E380FFFF0A39E383FDDC0A39E38FBFF00A3
9D3803FF7CA39D380EEFF0A39D387FFFC0A39C2601EEEFC7FCA3F8FFF8A39C3807F8E0A3F71DFF
A3F71FEEA39C387C7F80A2>144 150 128 278 144 40 D[<00F8077001FE90397F80FFFCA300
38953E03F00383C1C1E3BC70A328B83FF03FBF913E0F701E00F70038E1C0A329F8F01C38E1C001
00060FC8FCA3F83C70A3983C0383C1C1E0E1DCA326BE3FF0933E0FFF00FE007F838070A3D7FCB3
B3ABF901FEA3E20FF09238070380A3E2381C167BA3DC3FC0DC3BDC1603A3DCE070DC381C923801
FE00A304FFDD0FF092C8FCA3922603E1F093CDFCA3913907FBBFC0A391381C0F81A39027FF1DEE
FFD2FCA327FB81DC0ED3FCA3390FBDC7F8A226EF81C0D4FCA3D80EFFD5FCA300F8D6FCA3D7FCB3
B3A2>144 150 128 278 144 I[<9E3803F7C1A39E3800FC70A6FAF7C0A3FAF001A39E3803FC00
A39EC8FCB3A51EE0AF1670A3ED01F0A3ED0770A31500A3F41FFFA399C7FCA3923807FF80A392CE
FCB3B3A51D7FA31D00B3A5>144 144 128 272 144 43 D[<F50FC0A3F53C70A329FBE01FF83E
FC912601FF8090C8387DF80FA3293E3C701E0FC791270701E0FF92381F1E00A3D83800093C9238
1C000FA3DC0EFC1D38A300FED91FF890C82701FF80FF037F130FA3C9283FC07FFFF0C80007B5C8
FCA393D3FCB3A5200FB3B3B3B3B3AD>144 150 128 278 144 I[<DC07E0953B0FFC07F80FFFA3
0401963B380F1C0E3BC7A328FC1DFE01FD9027FFC1FEF8933970038F1CA32D071F838F07E38071
C38EDA0FFFEC8070A326FF1C03E1000FEC83C7A300079B3A3C1C0E0F1DA3D8FFDC902881FDF8FF
C1933B0FE007F83807A3D7FCB3B3AEF97F80A39D3801E0E0A321FEA3F807E3A3E307F8EC7F80A3
E31E0E1403A399261FDEEED901FEC7FCA39926F07E0E90C9FCA398390FF777F8A397277FB8FC70
CBFCA3963A01C0FBDFC0A2962707FEF81CCCFCA396391DDEEFF0A306FFD9FF80CDFCA394270383
DC1ECEFCA394390FFBC7F8A394267FBBC0CFFCA3932601FBFFD0FCA393381FFEF8A3933871FFE0
A393387F7F80A3922601F1F8D1FCA3EEFFE0A3ED0FF7A3DB3F7FD2FCA316DFA3EDFDFCA2>144
150 128 278 144 I[<12C0A3D7FCAC12C0A3D7FCB3AB2107AFF10380A3190FA3D90FF0163BA3
D9381C1603A3D93BDC9AB5FCA3D9381CF50007A3D90FF0EE3FF8A390D3FCB3B3A5F803FFA3F800
07B3A5>144 150 128 278 144 I[<217EA39D3801C380A390271F7E0FDF9027FF81F7E0DA0FF8
01C0C7FCA3902C07E383F1C780F07C389139780F07F8A3DCC007F201C0A3DA7E03EE77E0A3912A
000FF000FF8070C8390FF807F8A3D91FE0C92601FC03B5C9EA3FFFA390D6FCB3B3B3B3B3B3B2>
144 150 128 278 144 I[<083EF17FC0A3080E953803C078A33107EF807FE0EFF01FEE07FE0F
F7C0157BA33101F8E00078F81C783E1C078E3C709038007FC3A39028E0007FF8E0983803C07BA3
912601C0781E78A32807F8007FFE91281FEFC7FE0E9238007FC0A300F0D6FCA3D7FCB3A5F10380
B3ACFA01FEA3FA0703A3FA7F7BA39E3803C7C3A3FAFFFEA3FAC1C0A3F90FFFA3F9FFDDA39D3903
BBFF00A20D7F14DCA39B3A01C1E38FF0A39C26FFE0FFC7FCA30DC190C8FCA31FFFA3F6FFC7A39A
260387FFC9FCA3993907FBBFC7A399391E0F81FCA399261FEEFFCAFCA3E27E3ECBFCA3F47FF8A3
F301FEA3983807DFE0A31CF7A398381F7F80A2>144 150 128 278 144
I[<393FC07FFEA339E0F1DE38A339801C70E0A3EC0780A3EC1E38A339E0F070EEA3393FC1C038
A3CDFCB3B3ABEF7F80A392390FF1C1E0A39238383DDDA392383BBDC1A36C9139383C7F80A3DB0F
F0C8FCA392CAFCA3CDFCB3B3B3A7>64 150 128 278 64 I[<1A1CAFD83FC0EC07FEA3D8607091
381C0780A3EA801CA3DC07FEC7FCA3933A1C0783FFFCA32760701F80913880001CA3D83FC0DA07
FEC7FCA3CDFCB3B3A8F10FFCA3F1001CB3B2D83FC0EC01FEA3D860700207C8FCA3D8801C141CA3
EE1FFEA3933A1C0783FFFCA32760701F80913880001CA2D83FC0DA07FEC7FCA3CDFCAB>144
150 128 278 144 I[<061C95387C7F80E57FF8C8FCA3F601F1A3F7FFE0A8F60FFDA3F63DFFA3
0C3F90C9FCA3F63C1CA39A3803FFFCA39A380E3F1CA39A380FEFF0A3E33FFFCAFCA3F53BFCA31D
3FA9F5383CA3993801FFFCA3993807FBBCA399381FBFE0A3F5FF80A3E21DFECBFCA31C1FA3F47C
3EA2F47FF8A91DB8A3983801FFF8A31DE0A31CC1A3F307FFA3F33FFDA398383DFF80A3972603FD
DCCCFCA397380E3FFCA397380FF7F0A3E03E3FCDFCA3F23FFCA3F2FE3CA3963807BFFCA3F2FBBC
A396381F8FF0A308FECEFCA3F11E0EA2F11FFEA3F17E3EA3F17FF8A395381DFE38A395381F7FF8
A2>144 150 128 278 144 I<A29001808190>I[<1EE0AFDB01FEED7FE0A39226070780903801
E038A392381C00E0A39638007FE0A3963A01E0381FFFA39227070780FC92C7FCA3922601FE0090
38007FE0A392CEFCB3B3A81D7FA31D00B3B2DB01FEED0FE0A392260707800278C8FCA392261C00
E0EB01E0A3F2FFE0A39739E0381FFFA39227070780FC92C7FCA2922601FE009038007FE0A392CE
FCAB>144 150 128 278 144 I[<200FB3B3B3A62303A3233FA323E3A323FEA3FA03E3A223FFA3
FA1FEFA3FA7EFEA3FA7FBEA39E3801FBF8A39E3807FFE0A3F91DDEA39E381FFF80A3FAFE00AFF9
7C7EA3F97FF8A321FFA3F9DFC0A321FDA3F83FFFA39FC7FCA3211CA221FCA3F8FF7CA321F0A8>
144 150 128 278 144 I[<EDFDFCEDFFF0A3EDE070A391380FFFF0A391383FFC70A391383BBF
C0A2DA3FBCD3FCA3903801FFFCA315E0A3EB07E3A3ECFF80A3EB1F8FA302FED4FCA314EEA3EB7F
FEA33801FFBEA3380777F8A3EBFFE0A3EB0780A313FFA3EAFF1FA3D8BDFCD5FCA313DCA3EAF7F0
A3B4D6FCA312F0A21280A6D7FCB3B3B3B0>144 150 128 278 144 I[<2107AFDF0FE0EC03FFA3
DF383891380E01C0A3953801E00FA3E303FFC7FCA39A260E01C0B5FCA3952800383807C0ED0007
A3DF0FE0DA03FFC7FCA396CDFCA39FB5FCA39FC7FCB3B3A2F803FFA3F80007B3B2DF0FE015FFA3
DF3838EC03C0A3952601E00F020EC8FCA3F50FFFA39A260E01C0B5FCA3952800383807C0ED0007
A2DF0FE0DA03FFC7FCA396CDFCAB>144 150 128 278 144 I<C5FCA3D7FCB3B3B3B3B3B2906F
80EF90>I[<963A03801F7F800AFECCFCA3F3FC7EA3F3FFF0A31C70A3088313F0A2F2BFFDA39738
E3FFC0A308FE90CDFCA396381FEEF0A3F2FFC0A3088ECEFCA31AFEA3953801FFBEA3C5FCA3CB26
07FBB8CEFCA395381F1FE0A3F1FF80A3F07C7FA3F07FFBA9943803FF7BA394380F7FFBA394383F
FFC3A39438EF7703A2933803FFFCA393380FEF70A393387EFFC0A3047F1300A3EE7BF8A3167FA3
ED01F8A3EEFFE0A316FEA3ED07FFA6EE7F80A316FFA3ED1F0FA304FEC7FCA391380FFC0EA39138
3C1FFEA391383FDC0EA39138FC7FF8A3DAFFF0C8FCA3ECE070A2ECFFF0A3ECE070A3ECFFF0A3EB
0FE1A390383BBFC0A2>144 150 128 278 144 I<BBFCA3CDFCB3B3B3B3B3B2406F80EF40>I[<
1A1CB3B0F10FFCA3F1001CB1081FBCFCA3081CCEFCB2D83FC01570A3D86070EC01F0A3D8801CEC
0770A3161CA393B53883FFFCA32960701F800070C7121CA3D83FC0EC01FEA3CDFCB3B3A5F10FFC
A3F1001CAA>144 150 128 278 144 I E /Fp 16 56 df[<95381EEEF0A295381FFF80A307EE
CFFCA3F07FFEA2943807FFBEA394381C7FF8A3933903FDDFE0A393260E1F1ED0FCA393380FFFF0
A305F7D1FCA3EE3FFFA6EE3BFCA3163FA316F8A3EEFFF0A3ED1FE0A3ED78FFA3913807FBF8A391
391C7E3FC0A391261FFFE0D2FCA3DA1C1ED3FCA3EC1FFEA390383FFC7EA39038E077F8A29038FF
7078A33903E1FFC0A3260FFFC0D4FCA3EA3BBDA3D83FFFD5FCA3EAF8FCA3EAEFE0A312E0A3EA3F
80A3D7FCB3A3C5FCA3C70007C8001EC8000EC80038C8FCA991C993C9FCA895D1FCA36C04FF01FE
93391FFF83FCA300E0922803C007838092391C038F07A3003892280E001E00F0923A000E3801C0
>144 150 128 278 144 33 D<C5FCA300F0C80070C7D801C0C800E0C738038000A9C992CA92C8
FCA893D3FCA391270FFC07F893271FF00FE0151CA39127380F1C0E9327F01E383C157CA3932670
0380DDE00FEC03DC901E809E90>40 D[<962A383807C00E01C01307A2DF0FE0EC0FFFA396CDFC
B3B3A8F803FFA3F80007B3B1DF0FE01A0FA3DF38381A38A3952601E00F1A3BA32338A39DB5130F
A39526003838DD00071300A3F10FE0A396CDFCACB700E09AB5FCA3260003C0D2EA01E0A99FC7FC
A890D6FCA390393FC01FE0A39039E0F07038A33A03801DC00E>144 150
128 278 144 I[<9B380EEF70A29B387FFFC0A39A2607FEEFC9FCA39A381DEFF8A2993901FDEE
E0A399390F1F7F80A3E3F7F8CAFCA3E23F1FCBFCA31DFCA3983803FC1CA398380E3FFCA398383F
FF1CA3973901EEEFF0A3E1FFFCCCFCA3973807E3E0A3F3FF80A31BFBA3F21FFFA6E01DFECDFCA3
95383F801FA39539E0F01C0EA306FEEB07F8A3DD07FF90CFFCA3F0BF80A2DB03FC13BBA3DB0E07
13FFA392270FFF00FED0FCA3DB0E0790D1FCA390391FE00FFFA33AE070780E07A3D83C77EB03FC
A3D8BC7090D4FCA3383C1FE0A300E0D6FCA3D7FCB2C5FCA3C8000EC9001CC90038C81201A997CA
1600A892D4FCA3902707FFE0FF953901FE03FCA391270003C1C0943907000F07A39127FF8E0070
051C90383801C0>144 150 128 278 144 43 D<C5FCA300C0C8D80380C8001CC90078C8FCA9C9
94CAFCA893D3FCA3912801FFF83FC0943907FC03F8A39227C078E07094393C070E0FA391280001
E3801C96387803C0901E809E90>I<BBFCA3D803C0C8D80780C9FCA9CAFCA894CBFCA39339FFC0
3F80A3923A038071E0E0A3943877803C511E809E51>I<9C3A03FFC7803CA29CC71277A69C3A03
C070E0F0A39C3A00FFC03F80A3900E808E90>I<9326038007013894390E3801C0A2DDFFC71978
A3DD80F7F001E0A39526F1C0E095380F0700A3932800FFC07F80F003FCA3900E808E90>I<9328
3C077803C0933A380F700380A2DC0FFCF10FFFA3DC3C07F1000FA3DE0E0FCB393C1C0E00A39327
0FFC03F894390FE007F8A3900E808E90>I<9D3807FF87A29DC712F7A69D390780F1C1A39D3900
FF807FA3900E808E90>I<0038030E011E01F093390E3801C0A2DC0FFF1978A393260E01DEEF01
E0A300E09426C78380DD0F07C7FCA30080922703FF00FEC9EC03FCA3900E808E90>I<9128380F
7003809227F01EE00FEC03DCA2DA0FFCDE1FFEEE001CA3DA380FF0001EA3DC1C0ECA3870383CA3
91270FFC07F893271FC00FE0EC03FFA3900E808E90>I<3A03801DC00EA83A00E0F07038A33AC0
3FC01FE0A3900E808E90>I<902607FF8E0170051C90383801C0A290C700EEF11FFEA39A381C03
B8A301079026E3C1C0DF8F07C8FCA3902701FF80FFCB3907FE03FCA3900E808E90>I<922701E3
801C943A3C077803C0A2DB0703F107FCA3031CF23C07A3932600E070DF0E0FC7FCA3DD3FC09439
07FC03F8A3900E808E90>I<923A038077803CA2923800FFF7A3EE0077A3933901C1E0E0A39339
FF003F80A3510E808E51>I E /Fq 21 61 df[<1EE0B3B21D7FA31D00B3B3A2DB01FEED0FE0A3
92260707800278C8FCA392261C00E0EB01E0A3F2FFE0A39739E0381FFFA39227070780FC92C7FC
A3922601FE009038007FE0A392CEFCB3B3A51D7FA31D00A8>144 150 128
278 144 33 D<2303A2230EA3230FA3233FA3233BA3233FA923F8A323FFA323FEA3FA03FFA323
FBA3FA1FBFA323FEA3FA1E0EA3FA1FFEA3FA7FBEA39E3801FBF8A322FFA3FADFE0A3F907FFA2F9
1DDEA39E381FFF80A3FADE00A3F97FFEA3227EA39D3803F7F8A3F9FFC0A321C1A2905780D790>
40 D[<923801DFE0ED0FFFA2ED3DDDA3DB3FFFD2FCA3EDFF7CA3913803EFF0A315FFA3EDBFC0A3
15FFA3EC0F8FA303FFD3FCA315EFA3EC3FFFA315BFA3903801FBFCA3ECFFE0A3EB07E3A3ECFF80
A3EB1FE3A3EB77FFA3EB7FBBA32601F1FED4FCA338FDDFE0A2EA07C1A338F77F80A3B4D6FCA312
FCAF12F0AC1280A3D7FCB3B3AA>144 150 128 278 144 I[<2107B3B2F803FFA3F80007B3B3A2
DF0FE015FFA3DF3838EC03C0A3952601E00F020EC8FCA3F50FFFA39A260E01C0B5FCA395280038
3807C0ED0007A3DF0FE0DA03FFC7FCA396CDFCB3B3A5F803FFA3F80007A8>144
150 128 278 144 43 D<A29001808190>I[<983801FFF8090713E0A2F31DDEA398381FFF80A3
52CCFCA6F3FFDEA3973803DFFEA3F3FFF0A397380FC7C0A3E03FFFCDFCA3F2FEF7A3963803EFFC
A3F2FFF0A3F2BFC0A31AFFA31A83A3067F13FFA3943903FFC383A39526DDC0FECEFCA3053F91CF
FCA3EFE3FFA3DDFF7FD0FCA2933803E3F0A3EFFFC0A3EE7F8FA3922601EEFFD1FCA3EEFFEFA3EE
E3F8A3EEFFE0A316E0A316FFA31507A3EE7F80A316FBA3ED1FFFA34CD2FCA3ED7C7EA3ED7FF8A9
913801FF78A391380F7FF8A3EDFFE0A20307D3FCA315FFA915F7A3EC3FFFA315FCA3EC3C1CA2>
144 150 128 278 144 I<A25101808151>I[<1A1CB3ADD83FC01570A3D86070EC01F0A3D8801C
EC0770A2161CA393B53883FFFCA32960701F800070C7121CA3D83FC0EC01FEA3CDFCB3B3A6F10F
FCA3F1001CB3B3A2D83FC0EC07FEA3D8607091381C0780A3D8801C1400A3057EC7FCA3933A07C0
03FFFCA33E60701F801C0780001C>144 150 128 278 144 I[<9B380F77789B38FF7FE0A30B03
01C7C9FCA39A380FBFFCA3F6FFC0A30B0E90CAFCA31D3FA3993801EEEFA3F5FFFCA3993807FBE0
A399381FBF80A31DEFA3E27DFECBFCA3F47FF8A2F301F1A3F4FFE0A31CFDA3F307FFA6F47F80A3
0803B5FCA397380E0707A397260FFFFCCCFCA399CDFCAFF23E3FA3F23FFCA31AFFA3F2EFF0A31A
FEA3F107FFA31B80A21A83A31AFFA3191FA3DF1EFECEFCA3F11FEEA3F17FFEA3953801FFF8A395
380777B8A3F1FFE0A395381FDF80A3DEFDFECFFCA318FFA3F0F7F0A318FFA3EF03F1A3F0FFC0A3
EF0FC7>144 150 128 278 144 I<A29001808190>I[<1EE0B3ADDB01FEED0380A39226070780
140FA392261C00E0147BA2F101E3A3963A07FFF81FFFA3922A070780FC000380C7FCA3922601FE
00EC0FE0A392CEFCB3B3A61D7FA31D00B3B3A2DB01FEED7FE0A39226070780903801E038A39226
1C00E090C7FCA3F203E0A397397E001FFFA3922A070780FC01E038C7FC>144
150 128 278 144 I[<9D3803C1C021FFA3F80FF1A3F83BFFA3F83FFDA3E6387FC7FCA3F83FFC
A3F8381CA39C3803FFFCA30D0F131CA30D7E13F0A3E57FBFC8FCA39B3801FBF8A3F7FFE0A2F607
E3A3F7FF80A31FFBA3F61FFFA3F67FEFA39A2601DDFEC9FCA3F6FFF8A3F6C1E0A31EFFA91EFDA3
F50FFFA39CCAFCA31E07A30A03B5FCA30A0F1307A399380EEFFCA3E20FFFCBFCA61C3FA2983801
EEEFA3983807FFFCA398381FFEE0A398381DFF80A3E11FEECCFCA3F37FFEA31CF8A3F37038A396
3903FC7FF8A396390FF77038A396393EFF1FE0A3073F90CEFCA3F13BFCA3193FA319F8A3953807
FFF0A3F01EEE>144 150 128 278 144 I<A29001808190>I[<2107B3ADDF0FE0151CA3DF3838
15FCA3952601E00FEC03DCA2F50E1CA39A263FFFC0B5FCA3952A00383807C0001CC71207A3DF0F
E015FFA396CDFCB3B3A6F803FFA3F80007B3B3A2DF0FE0EC03FFA3DF383891380E01C0A3952601
E00F1400A30C1FC7FCA3E303F090B5FCA3953F00383807C00E01C00007>144
150 128 278 144 I<2301A32307A9233FA6233DA3233FA323FCA323FFAC2203A52381A323FFA3
FAFF81A39E380383FFA39E387FBB81A39D3901C3E3FFA39D3907FEFE00A39D381DDEE0A39D381F
FF80A3E67F7EC7FCA39C3803F7F8A320FDA39C380FDFC0A3E53FFFC8FCA3F7EF77A39B3803FFFC
A39B380EEF70905D80DD90>I[<EC3C1CEC3FFCA3ECFF7CA3903803EFF0A314FDA390380FBFC0A3
D93FFFD4FCA33801EEEFA3EBFFFCA314E0A613FEA3EA07FFA31480A2EA1F8FA301FED5FCA313EE
A3EA7FFEA6EA77F8A312FFA3EA77B8A3EAFFE0A3EAF780A312FFA600FCD6FCA6127CA312F0A912
70A312F0A312C0B1D7FCB3B0>144 150 128 278 144 I<A25101808151>I[<2A60701F801C07
80131CA2D83FC0EC1FFFA3CDFCB3B3A8F10FFCA3F1001CB3A2233FA323F0A39E3807F8F7A39E38
1E0EF0A39E381FEE3FA3D83FC0E03FC092387E3E00A3D86070E0E070ED77F8A3D8801C08EFEE70
38A30AE0EE1FE0A3952603FFFCD93FC092C8FCA3D8607093C7001C90CDFCA3EA3FC0A3CDFCAC08
1FBCFCA397C8001CC838078000A99AC9FCA89EC8FCA39C3A03FFF03F80A39D39C000E0F0A39D39
FFC7803C>144 150 128 278 144 I[<94380FC7C0A206FFD0FCA318F7A3EF3FFFA5EF3BFCA317
3FA3EF381CA3EF3FFCA993387FBBDCA3923901C0FFFCA392391FDEEFF0A3922671F8E0D1FCA392
387FFF80A304F8D2FCA691380FF778A39138387FF8A39138FFDFC0A3902603BBDCD3FCA3ECFFF0
A33907FB83C0A3381C0FFFA238DDEF83A3267C0EFFD4FCA3D877F8D5FCA30070D6FCA312C0A3D7
FCB3AFC5FCA3C700E0C80007C8D801E0C80038C7FCA991C993CAFCA895D1FCA394273FC07F8093
391FFF83FCA39427E001C0E093391C038F07A393280380070038933A000E3801C0>144
150 128 278 144 I<C5FCA3260001C0C80078C8000EC90070C7FCA990CA93CAFCA895D1FCA393
270FFC03F894390FFC07F8A393273C070E0F9439380F1C0EA395267803C09538700380901E809E
90>I[<922A070780FC01E03814E0A2922601FE00ECFFF8A392CEFCB3B3A81D7FA31D00B3B1DB01
FEE001FE1401A392260707809638070780A392261C00E01A77A30E071400A3E21FFFD901FEC8FC
A3922607078093C790CAFCA3DB01FECCFCA392CEFCAC00FC9AB9FCA3D1D803C0C7EA0700A99BC9
FCA89FC7FCA39D3907FFF07FA39E388001C1A39E38FF8700>144 150 128
278 144 I E /Fr 21 61 df[<C5FCA3D80380C8001CC900E0C8000FC8FCA9CA94C9FCA994D2FC
A3922703FF01FE943901FF807FA392280E01C70380933A0780E1C1E0A39426DC00E09538EF0078
A3922603FF1CF001FFA392260E01DC95C7FCA39426C7038094390381C1E0A3922703FF01FECA27
01FE007FC7FCA292D4FCB3B3AF01FC953C07FFE3FFF1FFFCA3013C07009039C007B8E0A3293FBC
1FF83FDF913C000383FFC1E380A22AE0FC700E3C71E0021EC7D8700EC9FCA30978ED38E0A3993A
03C071E3BCA3273FBF1FF8953A00FFC780E0A3D7FCB3A3>144 136 128
264 144 33 D[<DB01FE19E0A292CEFCAC00FC9AB9FCA3D10038C8EAF000A99FC7FCA99BCBFCA3
9A267803FC1507A3993901F80E07A3993A07783801C0A30A1C1800A399387FFFB8A3992700780E
07C81207A3992701FE03FC1501A299CDFCB3B3B3A39E3803F7C1A29E3800FC70A6FAF7C0A3FAF0
01A39E3803FC00A39EC8FCB2>144 150 128 278 144 40 D[<C5FCA3D8000FC8001CC80070C7
0007C8EA1E00A994C992C9FCA990D6FCA326FFE07F932703FC07F892390FFFC0FEA3278001C1C0
92270E001C0E933801C383A327FF8F007803389026700380913900071E00A3D800EFDD3FFC181C
A3DF38071870A32780E1C1C0DD1C0EC9EB0383A326FF807FC9270FFC07F8EF00FEA2D7FCB3B3AF
F50FC0A3F53C70A329FBE01FF83EFC912601FF8090C8387DF80FA2293E3C701E0FC791270701E0
FF92381F1E00A3D83800093C92381C000FA3DC0EFC1D38A300FED91FF890C82701FF80FF037F13
0FA3C9283FC07FFFF0C80007B5C8FCA393D3FCB2>144 136 128 264 144
I[<ED01C0AEC5FCA3C70038C7D80380C7000EC8003CC7EA03C0A991C893C992C7FCA994D2FCA3
93277FE03FC0923907FE01FCA36C912801C078E07092271E038F071401A300F093267B801C9426
BC01E01307A39226007FE3DD07FF1600A3922601C07BEF0003A30080932678E07093260E0F07C8
FCA3C9277FE03FC0922707F801FC1407A293D3FCB3B3AFDC07E0953B3FFF07F80FFFA30401963B
38001C0E3BC7A328FC1DFE01FD9027FFC1FEF8913B3FFC70038F1CA22D071F838F07E38071C38E
DA000FEC8070A326FF1C03F783C7A300070B3890391C0E0F1DA3D8FFDC902881FDF8FFC1933B0F
FC07F83807A3D7FCB3A3>144 150 128 278 144 43 D[<DF0FE01807A296CDFCACB700E09AB5
FCA3C70007D4FCB291D5FCA3007801FFEB3F80A33BF803C1C0E0F0A33B780E0077803CA9903A03
C1C0E0F0A33BFF80FF003F80A2D7FCB3B3AF12C0A3D7FCAB12C0A3D7FCB3A6>144
150 128 278 144 I[<C5FCA3D801C0C70007C8001CC8000EC8EA3800A9C993C993C7FCA993D3
FCA3912803FFF07F80047F13FFA392278001C0E0923A01C00383C0A39227FFC70038923A0F000E
0070A391C700F718FFA3F501EEA391280380F1C0E09438E383C0A3912800FFC07F80922701FF00
FFC9FCA292D4FCB3B3AF223EA3FAE380A3912C0FBE07DF80FFC1FBE0DA0FFCEBE000A2912C03E3
C1F0E380703E3C9139380703F8A3DDC003F200E0A3DBBE01EE3BE0A3922A8007F000FFC038C839
0FFC03F8A3DA0FE0C92601FE01B50080C8123FA391D5FCB2>144 136 128
264 144 I[<1EF0AEC5FCA3C700E0C7D803C0C70007C80007C8121EA994C993C9FCA991D5FCA3
277FFE0FF09327FFC07F80ED03FFA327700E3C1C92280380F1C0E092380F01C3A3270038E00794
26F7003817DEA3D801E0942600FFC7EF03FFA3D8078094260380F7EF0001A3DA3C1C9426F1C0E0
EE0703A3DA0FF0922800FFC07F80923803FC00A2D7FCB3B3AF091F197FA30907F001C0A3903103
EFC07FE077F80FF707FE07F7E0EB0700A2904300FC7000387C1E381F1E03871C78A3913AE0007F
F870A3922601E038F401C0A3902803FC007FFF91280FF7C7FE07ED007FA3D8FFF8D5FCA3D7FCB2
>144 150 128 278 144 I[<BBFCA3C80038C812E0A992C9FCA996C9FCA300FE030790390FE007
F8A3D883C0023F9039383C1C1EA3D800F0913CF701E00F700380A31607A6D883C0923B00383C1C
1E00A300FEC83BFFF00FE007F8A2D0FCB3B3AF3880FFFEA338E3DC70A33838F1C0A20107CEFCA3
EB1C70A338E0F1DEA33883C070A3D0FCB3A3>81 136 128 264 81 I[<1A1CAF120FA3123FA312
6FA2120FA30603BEFCA395C7001CCEFCA3EA7FF0A3CDFCB3B3A6F10FFCA3F1001CB3B3A2D83FC0
EC07FEA3D8607091381C0780A3EA801CA3DC07FEC7FCA3933A1C0783FFFCA32760701F80913880
001CA3D83FC0DA07FEC7FCA3CDFCA5>144 144 128 272 144 I<C5FCA3D7FCB3B3B3B3B3B3A7
907680F690>I<F901FEA29E3807FB80A3C5FCA3D4387FEF80A39D3901DDFE00A39D38FFDFF8A3
9C390381C1E0A39C263FBDFFC7FCA39B3907FBE1C0A39B261DEEFFC8FCA39B381FFEE0A39B381C
3F80A39A26FF1FFEC9FCA3993903C1DC0EA39A38FDC7F8A3982703FFC7C0CAFCA398261E0EFFCB
FCA398381FEE07A398387E3FFCA3E17FF8CCFCA3F201F8A3973807FFE0A2F21FDEA397387DFF80
A3E07F7ECDFCA3963803F7F8A3F2FFC0A31AC1A3F10FFFA3F13FFDA3DF3BFFCEFCA3F13FDCA3F1
FFFCA3060313F0A395380EEF70A3943901FEFFC0A39426070F8FCFFCA3F0FFF8A3F0FB80A3EF1F
FFA318EFA3DD7DFED0FCA2907B80FB90>I[<1EE0AF1670A3ED01F0A3ED0770A21500A300FC091F
BAFCA3C995C700E0CAFCA3923807FF80A392CEFCB3B3A61D7FA31D00B3B3A2DB01FEED7FE0A392
26070780903801E038A392381C00E0A39638007FE0A3963A01E0381FFFA39227070780FC92C7FC
A3922601FE009038007FE0A392CEFCA5>144 144 128 272 144 I<C5FCA3D7FCB3B3B3B3B3B3
A7907680F690>I<F90FE0A3C5FCA3D13B03FC007BB800A3E40E0FEB7838A39A2607FEEFEB0FE0
A39A261E0E0F90C8FCA39A381FEFFCA399261FFE3ECAFCA39938F077F8A39839FEF77038A3973A
0383F07FE0A39826FFDFC0CBFCA3E183C0CCFCA31BFFA3F21FEFA3E07EFECDFCA3963801FFBEA3
9638077BF8A3F2FFE0A396381F1F80A308FECEFCA2F17F7EA3953803F7F8A3F03FFDA39538E3FF
C0A395B5CFFCA3F0E070A3F0FFF0A3EF0FE3A394387BBFC0A3EF7FFBA3DD78FFD0FCA3933807FF
F8A393381C7E38A393381FEFE0A3DC7C7ED1FCA3EE7FF8A31778A3923801FFF8A6EEDFE0A29079
80F990>I[<2107AFF10380A3190FA3D90FF0163BA2D9381C1603A3B700E098B7FCA32600381CC9
DF0007C7FCA3D90FF0EE3FF8A390D3FCB3B3A6F803FFA3F80007B3B3A2DF0FE0EC03FFA3DF3838
91380E01C0A3953801E00FA3E303FFC7FCA39A260E01C0B5FCA3952800383807C0ED0007A3DF0F
E0DA03FFC7FCA396CDFCA5>144 144 128 272 144 I<C5FCA3D7FCB3B3B3B3B3B3A7907680F6
90>I<C5FCA3D7FCB3B3A32303A3227FA39E3803C1C3A3FAFDC0A3F90FC7A39E383FFF00A29D38
0FEF77A39D3878FFFCA39D387FF870A39C3901F8FFC0A39C267FEFE0C7FCA39B3801C1E0A39C38
FDFF80A39B2607F7E0C8FCA3E43F7FC9FCA31FDFA3F6FDFCA3F6FFF0A3F503F1A39A38FFBFC0A3
9938078381A399261FFBFFCAFCA30A7F1380A3E277FECBFCA3F47FB8A3983801FFF8A2907680F6
90>I<EF7F80A29338FFC1E0A3BBFCA3C82703FDC1E0C9FCA392390F87FF80A3DB3FFFCBFCA3ED
EEF7A3913807FFFCA391381FFEF0A391381EFF80A3902601FEEECCFCA39038071FFEA33903FF77
F8A3390E070780A3263FF7FECDFCA300FE90CEFCA3EAEFFCA3EAFBF0A3EABFC0A300FECFFCA3D0
FCB3B3B3AA517B80FB51>I[<1A1CB3B2F10FFCA3F1001CB3B3A2D83FC0EC01FEA3D860700207C8
FCA3D8801C141CA3EE1FFEA3933A1C0783FFFCA32760701F80913880001CA3D83FC0DA07FEC7FC
A3CDFCB3B3A5F10FFCA3F1001CA8>144 150 128 278 144 I<2307A3231FA3231EA3231FA923
7EA3237FA9FA07F7A3FA1C7FA3FA7FDFA39E3803DDDEA3FAFFF0A3FAFDC0A3F90FFFA3F93FF7A3
9E38EF7F00A30E7F13FCA29C3901E0E070A39DB512C0A30FE0C7FCA6F71FEEA3F771FFA39B3901
FF7F80A39B260F7778C8FCA2905280D290>I[<EF7DFE93380FF7F8A293383C7C78A393383FDFE0
A3DCFF7CD1FCA3923803EFF0A3913807FBFDA391391C0FBFC0A391261FFEFFD2FCA3DA1C0ED3FC
A3EC1FFEA3903807FC3EA390383C7FF8A390383FFC38A390383C1FE0A3D93FFCD4FCA3EB3C1CA3
EBFFFCA33803FDDCA3380FBFF0A3EBF7C0A3D83EFFD5FCA3EA3FFCA212F8A3EAFFF0A312FEA3EA
FF80A348D6FCA9123EA312F8A912B8A312F8A312E0A3D7FCB3B3A7>144
150 128 278 144 I E /Fs 21 61 df[<9E3803FFFEA4FADFDEA322FFA3F90FC7A39E383FFF1E
A39D387FEF77A3E501E013FCA39D38FFE070A39D38E0FFC0A39D38FFE000A320E0A320FFA3F71F
E0A3F771FFA39B3801FFF8A39B390F777F80A29B26FF7FE0C7FCA39A26038FC7C8FCA3F6FDFCA3
9A380FEFC0A3E33EFFC9FCA3F53FBFA3993801FBFCA3F5FFE0A31DE0A3F407FFA3F41DEEA39839
07FDFF80A398263FDC0ECAFCA39838FDFFF8A3E1FFFCCBFCA3F3F7F0A31BFFA3F203F1A3F3FFC0
A31A0FA3080E90CCFCA2F20FF7A3F23FFFA31BFCA3F2383CA3F23FFCA9F2FFBCA3963807BFFCA3
96381FFFF0A3963877BB80A3DF7FFECDFCA31AB8A3953801FFF8>144 150
128 278 144 33 D<A29001808190>40 D[<1EE0B3B01D7FA31D00B3B3A2DB01FEED0380A39226
070780140FA392261C00E0147BA3F101E3A3963A07FFF81FFFA3922A070780FC000380C7FCA392
2601FE00EC0FE0A392CEFCB3B3A51D7FA31D00AA>144 150 128 278 144
I[<FA7BFFFA7FBBA39E3801F8FEA3FAFFE0A3F907C3A3FAFF80A922FBA3F91FFFA3FAFE00A3F9
7C7EA3F97FF8A39D3803FC78A39D380F7FF8A3F9F778A39D383F1FC0A20FFCC7FCA3F8381CA3F8
3FFCA921DCA3F8FFFCA321F0A3F8E070A3F8FFF0A3F703E3A3F8FFC0A31F0FA30D0E90C8FCA3F7
0FEFA3F77FFFA320F8A3F77838A3F77FF8A3F607F8A39B381DEFE0A2F61FFEA39B381C7F80A3E4
1FFEC9FCA3F61C0EA3F61FFEA39A380FFC0EA39A383C1FFEA39A383FFC0EA39A383C1FF8A3E33F
FCCAFCA3F5FC7CA3F5FFF0A3F403FDA399380FBFC0>144 150 128 278
144 43 D[<6CEC01C0A4C8FCB3B3B3B3B3B3B3B3A2>144 150 128 278
144 I[<2107B3B0F803FFA3F80007B3B3A2DF0FE0151CA3DF383815FCA3952601E00FEC03DCA3
F50E1CA39A263FFFC0B5FCA3952A00383807C0001CC71207A3DF0FE015FFA396CDFCB3B3A5F803
FFA3F80007AA>144 150 128 278 144 I<FA03FCA3FA0E07A3FA0FF7A3FA3FBFA3FAFBFCA2F9
1FFEA39E3878FFF0A30F7F1380A39E38783800A3F97FF8A39D3801FE38A39D38077FF8A3F9FBB8
A39D381F1FE0A30FFEC7FCA3F87C7EA3F87FF8A3F703FDA39C380FDFC0903680B690>I[<912601
FFF819F0A4EDDFE0A315FFA315C1A315FFA3EC0FF7A3DA3F7FCDFCA35DA3EC3DFCA3143FA3EC3C
1CA3EC3FFCA315DCA3ECFFFCA30103137CA390380EEFF0A290380FFFC0A3D93E3FCEFCA3EB3FFC
A914BCA33801FFFCA314E0A3EA07E3A3EBFF80A3EA1F8FA301FECFFCA313EEA3EA7FFEA6EA77F8
A3127FA3EA7038A3EA1FE0A3D1FCB3B3A9>144 150 128 278 144 I<A25101808151>I[<1A1C
B3AAD83FC0EC07FEA3D8607091381C0780A3D8801C1400A3057EC7FCA3933A07C003FFFCA33E60
701F801C0780001CA3D83FC0EC1FFFA3CDFCB3B3A5DF0FFC1A01A3DF001C1A07A3FA3F87A3FAE0
F7A39E381FEEF1A39E387FF8F0A39D3901F7FF80A39D391FFEF800A39D38F1FFE0A39C3903FF7F
80A39C260EF770C7FCA39B3903FEFFC0A39B261E0E07C8FCA39B381FFFFCA3D83FC097273FC01E
0EC9FCA3D860709739E0701FFEA3D8801C08EFEB1E0EA30AE0EB03F8A3952603FFFCD93FC0CBFC
A2D8607093C7001C90CDFCA3EA3FC0>144 150 128 278 144 I[<952601FFF81A1EA5F1DFE0A3
19FFA3F007C7A395381FFF80A3F0FF77A3942603F7FECEFCA2F0FFF0A3F0DFC0A318FFA3EF0FC7
A3DD3FFFCFFCA3EFEEF7A393381FEFFCA393387FF8F0A393387BBFC0A3DC7FB8D0FCA3923801FF
F8A317E0A3ED07C3A3EEFF80A316FBA3ED1FFFA3913803FFDFA391260F1FFED1FCA391383FF7F8
A3DAEF77D2FCA3010F13FCA2391FF8F870A339703BBFC0A326FFB838D3FCA33877BFE0A3D87FE0
D4FCA3EA0780A300FCD5FCA3D6FCB3B3A9>144 150 128 278 144 I<A29001808190>I[<1EE0
B3AADB01FEED7FE0A39226070780903801E038A392261C00E090C7FCA3F203E0A397397E001FFF
A3922A070780FC01E038C7FCA3922601FE00ECFFF8A392CEFCB3B3A51D7FA31D00B3B3A3DB01FE
F201FEA392260707809638070780A392261C00E01A77A32007A3E21FFFD901FEC8FCA292260707
8093C790CAFCA3DB01FECCFC>144 150 128 278 144 I[<99380FBFC0A21DFFA30A0E90CBFCA3
1C3FA3983801EEEFA3F4FFFCA3F4FEE0A3F307FFA21CFBA398381FBF80A30AFECCFCA3F31C0EA3
F31FFEA3F37C3EA3F37FF8A3F201FDA3973807DFE0A31BFFA3F37F80A3F23FFFA3F2F777A39626
03FFFCCDFCA396380FF770A396383EFFC0A3073F90CEFCA3F13BFCA3193FA319F8A395387FEFF0
A2943807F0E0A394391DDEFF80A394261FFEE0CFFCA394381C7F80A3DD1FFED0FCA3EF1C1EA3EF
1FFEA3EFFF1EA3933803DFFEA393380FFDDEA393383BDFF0A3027F02FFD1FCA3903A01C1C0381C
A3D90FFDEB0FF0A3D93DDD90D3FCA390B5D4FCA33803BDDCA3EBBFF0A3EB81C0A3C6B4D5FCA390
D6FCA6>144 150 128 278 144 I[<ED01C0B3B3B3B3B3B3B3B3A6>144
150 128 278 144 I[<2107B3AADF0FE0EC03FFA3DF383891380E01C0A3952601E00F1400A30C
1FC7FCA3E303F090B5FCA3953F00383807C00E01C00007A3DF0FE0EC0FFFA396CDFCB3B3A5F803
FFA3F80007B3B3A3DF0FE01A0FA3DF38381A38A3952601E00F1A3BA32338A39DB5130FA2952600
3838DD00071300A3F10FE0>144 150 128 278 144 I[<9C380FDFC0A2F73FF7A3E5EF7FC8FCA3
9B3803FFFCA39B380EEF70A39B380FFFC0A39DC9FCA5F67FEFA39A3801EFFFA3F6FFF8A3F6E0E0
A31EFFA31EE0A3F507FFA3F51FEEA39A387DFF80A3E37FFECAFCA3F577F8A31D7FA3F401F1A3F5
FFE0A3F40FF1A3F43DFFA3F43FFDA3E23C7FCBFCA398383FBFFCA3973901E0FC1CA39838FEEFF0
A297261FE3E0CCFCA3973877BF80A3963807F7BBA396263C7DFECDFCA39638FFDFE0A3952603BD
DCCEFCA3F1FFF0A395380FF7C0A3DE3EFFCFFCA394381FFFBFA39438703BFCA394387FBFF0A393
2601F0F8D0FCA3EFFFE0A3EE07C7A3923903FF7F80A300E091380E0707A3003CDBF7FED1FCA300
BC0307D2FCA3003CEC03FCA300E091D4FCA2D7FCA4>144 150 128 278
144 I[<1EF0B3B3B3B3B3B3B3B3A6>144 150 128 278 144 I<A25101808151>I[<D83FC0181C
A2CDFCAC081FBCFCA3E00078C8D803C0C8FCA998C9FCA99CCAFCA39A3A01FFF81FC0A39B39C000
F070A39B39FFE3C01EA39AC7123BA69A3A01C038F070A39A3A007FE01FC0A29BCBFCB3B3B3A39B
3B7EF81F7E03FFA29B3B1F8E07C78E01A3F9000EA3F61EF8A39C3A001FC003FFA3E47F80C9FCA3
9BCBFCB2>144 150 128 278 144 I[<231EAEC5FCA3001CC900E0C80007C90078C8FCA9CA93CA
FCA994D2FCA3922707F80FF094393FFF03F8A392271C00381C94393C070E0FA30370D9E007943A
001C7803C0A3DB7FF81A70A3DB701EF101C0A3DD381CDF0E0FC7FCA392271FF80FF0F103F8A292
D4FCB3B3AF1AF8A3F1078EA32607EF80DA3FF00180913C0FBF01FF83DFC0A226C1F8E09127E01C
1FE0913C03E1C000E3F070A3DF078092268001FF13C0A3D9EF80F40700A3D801E0C8273FF01FE0
913A0FE001FFFBA32807F80FFFFEC9B500E0CBFCA3D7FCB2>144 150 128
278 144 I E /Ft 21 61 df[<9A3C7DF83EFC07FE07A39A3C1F1E0FC71E0381A3F70E00A3F51D
F8A39A3C1C003FC007FE01A30B7F90C91207A39ACCFCB3A51A1CAF120FA3123FA3126FA3120FA3
953803FFFCA395C7121CA3EA7FF0A3CDFCB3B3A5F10FFCA3F1001CB3A5>144
144 128 272 144 33 D[<F001F0A3F0071EA3D8DF80DA7FE090C83D1FBE01FF03BFC07FA3D8F1
E0902801C0381FC0913D07E38001E3E071C0A30607C890268001FF1380A3D8DF80F40F01A300C0
C8277FE01FC091281FE001FFFBEB707FA327F00FFFFCC9B500C0CCFCA3D7FCB3A5231EB3B3B3B3
B3AD>144 150 128 278 144 40 D[<00F8077001FE90397F80FFFCA30038953E03F00383C1C1
E3BC70A328B83FF03FBF913E0F701E00F70038E1C0A329F8F01C38E1C00100060FC8FCA3F83C70
A3983C0383C1C1E0E1DCA326BE3FF0933E0FFF00FE007F838070A3D7FCB3B3ABF901FEA39C3A03
FC070380A3E50E0F137BA30AFE03EF1303A398260383C091390F01FE00A30AFFDA03FCC8FCA30A
8391CAFCA31CFFA3F31F8FA30AFECCFCA31CEEA3F37FFEA5F37BF8A3F21FFFA39738707838A397
387F7FE0A3962603FDF8CDFCA396380FDFC0A395387F8FF7A3942701E0EF7FCEFCA39538FEE3FC
A3942607E3E0CFFCA394381FFF80A3933801FF7BA393260F77FED0FCA304FF1378A39239038FDF
E0A2>144 150 128 278 144 I[<9E3803F7C1A39E3800FC70A6FAF7C0A3FAF001A39E3803FC00
A39EC8FCB3A51EE0AF1670A3ED01F0A3ED0770A31500A3F41FFFA399C7FCA3923807FF80A392CE
FCB3B3A51D7FA31D00B3A5>144 144 128 272 144 43 D[<F50FC0A3F53C70A329FBE01FF83E
FC912601FF8090C8387DF80FA3293E3C701E0FC791270701E0FF92381F1E00A3D83800093C9238
1C000FA3DC0EFC1D38A300FED91FF890C82701FF80FF037F130FA3C9283FC07FFFF0C80007B5C8
FCA393D3FCB3B3B3B3B3B3B2>144 150 128 278 144 I[<DC07E0953B0FFC07F80FFFA3040196
3B380F1C0E3BC7A328FC1DFE01FD9027FFC1FEF8933970038F1CA32D071F838F07E38071C38EDA
0FFFEC8070A326FF1C03E1000FEC83C7A300079B3A3C1C0E0F1DA3D8FFDC902881FDF8FFC1933B
0FE007F83807A3D7FCB3A8ED01C0B3A6F97F80A39D3801E0E0A39C3801FDEEA39C380F07E0A39C
39FF777F80A39B26038FC7C8FCA39A391FE3BDFCA39A39703B81C0A39A267FB8FFC9FCA3992601
FFF8CAFCA3F5DFE0A21DFEA3F407FFA31E80A3F41F1FA398263FDDFECBFCA39838FEFC1EA39739
03EFF7F0A397261FFBF0CCFCA397387BBFC0A3962601FFFECDFCA39638077BB8A396381FFFE0A3
95393FF77B80A39526E077FECEFCA39538FF7078A3943903E3FFC0A2>144
150 128 278 144 I[<12C0A3D7FCAC12C0A3D7FCB3AB2107AFF10380A3190FA3D90FF0163BA3
D9381C1603A3D93BDC9AB5FCA3D9381CF50007A3D90FF0EE3FF8A390D3FCB3A89FB5FCA39FC7FC
ACF803FFA3F80007B3A5>144 150 128 278 144 I[<217EA39D3801C380A390271F7E0FDF9027
FF81F7E0DA0FF801C0C7FCA3902C07E383F1C780F07C389139780F07F8A3DCC007F201C0A3DA7E
03EE77E0A3912A000FF000FF8070C8390FF807F8A3D91FE0C92601FC03B5C9EA3FFFA390D6FCB3
B3B3B3ADC5FCA3D7FCB3B3A2>144 150 128 278 144 I[<083EF17FC0A3080E953803C078A331
07EF807FE0EFF01FEE07FE0FF7C0157BA33101F8E00078F81C783E1C078E3C709038007FC3A390
28E0007FF8E0983803C07BA3912601C0781E78A32807F8007FFE91281FEFC7FE0E9238007FC0A3
00F0D6FCA3D7FCB3A51EF0B3B3A6FA01FEA3FA0703A39E380FF77BA39C3A01FE381F03A39C3A07
03BBDDFEA20BFE91397BB81C00A3E207839138038FF0A3C5FCA3CF260783F0CAFCA31DFFA3F47F
8FA3983801DEFEA3F4FFEEA3F4C7F8A3983807FFE0A3F31DDEA397390FFDFF80A397393FFC1E00
A397383BDFF0A3E03FFCC7FCA5>144 150 128 278 144 I[<393FC07FFEA339E0F1DE38A33980
1C70E0A3EC0780A3EC1E38A339E0F070EEA3393FC1C038A3D0FCB3B3ABEF7F80A3923903FDC1E0
A392380E07DDA391391FEEF7C1A3913A703E077F80A32803FC77BBFCCBFCA3270E077038CCFCA3
9038F71FE0A3D88E07CEFCA3EA83FCA30080CFFCA3D0FCA8BBFCA3D0FCB3B3A2>81
150 128 278 81 I[<1A1CAFD83FC0EC07FEA3D8607091381C0780A3EA801CA3DC07FEC7FCA393
3A1C0783FFFCA32760701F80913880001CA3D83FC0DA07FEC7FCA3CDFCB3B3A8F10FFCA3F1001C
B3AF081FBCFCA3D83FC0DA01FE021CCEFCA3D860700207C8FCA3D8801C141CA3EE1FFEA3933A1C
0783FFFCA32760701F80913880001CA2D83FC0DA07FEC7FCA3CDFCAB>144
150 128 278 144 I[<231EB3B3B3B3B1231FA3231EA3231FA6237FA6FA01FFA623DEA3C5FCA3
D51207A3FA1F7FA323FFA3FA1DFEA3221FA3FA1C1EA2FA1FFEA3FA7C7EA3FA7FFEA3237EA39E38
03FFFEA2>144 150 128 278 144 I[<9239038FDFE0DCFFFCD1FCA3EE81C0A316FFA3150FA303
0E90D2FCA2150FA64AB5FCA39138078F8FA3EDFFFCA3ED8380A3EC1FFFA3EC7FFBA3DA77FED3FC
A3903801FFB8A39038077FF8A390383FFFE0A39038F77780A3D9FFFCD4FCA31470A3000313F0A6
EBBFC0A313FFA31381A213FFA3EA0FF7A3D83EFFD5FCA3EA3FBFA3EAFBFCA3EAFFF0A312EEA3EA
FF80A300EED6FCA312FEA312BEA312F8A312E0A6C5FCA300E0D6FCA31280A6D7FCB3A4>144
150 128 278 144 I[<1EE0AFDB01FEDB7FE091B9FCA39226070780902601E03802E0CAFCA392
381C00E0A39638007FE0A3963A01E0381FFFA39227070780FC92C7FCA3922601FE009038007FE0
A392CEFCB3B3A81D7FA31D00B3AF12FCA3C8D801FEED0FE0A392260707800278C8FCA392261C00
E0EB01E0A3F2FFE0A39739E0381FFFA39227070780FC92C7FCA2922601FE009038007FE0A392CE
FCAB>144 150 128 278 144 I[<C5FCA3D7FCB3B3B3B3A22303AC230FA3233BA3233FA32338A3
233FA323FFA323EFA323FEA3FA03FFA62383A223FFA32383A323FFA3FA1FE3A3FA7BFFA2>144
135 128 263 144 I[<923B01C003E3FFC0DEFFC0CFFCA31883A318FFA3033FEB0F8FA39227E1
F00EFFD0FCA2C5FCA3C72803E1F003F8D0FCA3DBFFC0D2FCA3EC0F8FA315FFA3EC0E0FA3EC0FFF
A3143FA3EC3BFDA3903801FFBDA3903807BFFDA3ECFFE1A3EC8381A314FFA3131FA390381DFE01
A3EB7FEEA33801DFFEA33807FFF8A3383DDDE0A2383FFF80A3EBDC00A3EAFFFCA6EAF7F0A312FF
A312F1A3EAFFC0A912FDA312FFA390C7FCA3123CA312FCA612F0A91280B3>144
150 128 278 144 I[<2107AFB700E0DA0FE0EC03FFA3CCD8383891380E01C0A3953801E00FA3
E303FFC7FCA39A260E01C0B5FCA3952800383807C0ED0007A3DF0FE0DA03FFC7FCA396CDFCB3B3
A8F803FFA3F80007B3B2DF0FE015FFA3DF3838EC03C0A3952601E00F020EC8FCA3F50FFFA39A26
0E01C0B5FCA3952800383807C0ED0007A2DF0FE0DA03FFC7FCA396CDFCAB>144
150 128 278 144 I<A29001808190>I[<E03FFC14F0A4F2381CA3F2FFFCA3070313DCA3F2BFF0
A2F2FFC0A9F11F8FA308FEC8FCA3F11E0EA3F11FFEA3197FA3F17BF8A3953801FFB8A39538077F
F8A3F1FFE0A395381F1F80A307FEC9FCA3187FA3F077F8A3187FA9F07078A2F07FF8A3EF0FF1A3
94383BDFC0A3EFFFDDA3932603BBFFCAFCA3EFFFF0A393380F8FC0A305FFCBFCA3167FA3EE7BF8
A3EE7FB8A3923801FFF8A317E0A316E0A316FFA3ED07F8A3ED1DFFA3ED1FEEA392387C7F80A3DB
7FF8CCFCA3ED7078A2ED7FF8A3ED7078A3ED7FF8A31678A3913801FFF8A2>144
150 128 278 144 I<A25101808151>I[<1A1CB3B0F10FFCA3F1001CB3B3A2D83FC01570A3D860
70EC01F0A3D8801CEC0770A3161CA393B53883FFFCA32960701F800070C7121CA3D83FC0EC01FE
A3CDFCB3B3A5F10FFCA3F1001CAA>144 150 128 278 144 I E /Fu 32
223 df<487E1203120790C7FC120E123E387FFFE0B5FC7E003EC7FC120E7E7F12031201130F7F
9216>10 D<38380180EA7C03A238EE0700A2130EA35B127C5B1238C65AA35BA2485AA3485AEB83
80380707C0A2380E0EE0A3121CA2383807C0A23818038013207F9C16>37
D<13E01201EA0380EA0700120EA25A5AA25AA45AA91270A47EA27E7EA27EEA0380EA01E012000B
237A9C16>40 D<12C07E12707E7EA27E7EA2EA0380A4EA01C0A9EA0380A4EA0700A2120E5AA25A
5A5A5A0A237B9C16>I<1238127C127EA2123E120E121E121C127812F01260070B798416>44
D<127012F8A312700505788416>46 D<EA03E0EA0FF8487EEA1E3CEA380EEA780FEA7007A238E0
0380A8EAF00700701300A2EA780FEA3C1E6C5AEA1FFC6C5AEA03E011197E9816>48
D<EA01801203A21207120F127F12FF12731203AEEA7FF813FC13F80E197C9816>I<EA3FFEA300
38C7FCA7EA3BF0EA3FFC7FEA3C0FEA300738000380A3124012E0EB0700EA781EEA3FFC6C5AEA07
E011197E9816>53 D<EA03E348B4FC5AEA1E0F487E1238127090C7FC12F05AA3EB3F80EB7FC0EB
3F80EB070012F012705B1238123C6C5A6CB4FCEA07F7EA03E712197E9816>71
D<EA0FC0EA1FF0487EEA103CEA000EA3EA03FE121F123FEA7C0E12F012E0A3EA783E387FFFE0EA
3FF7EA0FC313137E9216>97 D<127E12FE127E120EA3133E13FF000F1380EB83C0EB01E0130000
0E13F01470A514F0000F13E01301EB83C0EBFF80000E1300EA067C1419809816>I<EA03F8EA0F
FCEA1FFEEA3C04EA7800127012F05AA57EEA70071278EA3E0EEA1FFCEA0FF8EA03F010137D9216
>I<133F5B7F1307A3EA03E7EA0FF748B4FCEA3C1F487EEA700712F012E0A512F0EA700F12786C
5A381FFFE0380FF7F03807C7E014197F9816>I<EA03E0EA0FF8EA1FFCEA3C1CEA780E1270EAE0
07A2B5FCA3EAE000127013071278EA3C0FEA1FFEEA0FFCEA03F010137D9216>I<131FEB7F8013
FF3801E10013C0A2EA7FFFB5FCA2EA01C0ADEA7FFFA311197F9816>I<3803E3C03807FFE05A38
1E3C00487EEA380EA4EA3C1E6C5AEA1FF8485AEA3BE00038C7FCA2EA1FFC13FF481380387803C0
38E000E0A4387001C0EA7C07383FFF80380FFE00EA03F8131D7F9216>I<127E12FE127E120EA3
137C13FEEA0FFFEB87801303120EAB387FC7F038FFE7F8387FC7F01519809816>I<EA0180EA03
C0A2EA0180C7FCA3EA7FC012FF127F1201ADB5FCA3101A7D9916>I<38FBC78038FFEFC0EBFFE0
EA3C78A2EA3870AB38FE7CF8A2EB3C781513809216>109 D<EA7E7CEAFEFEEA7FFF380F878013
03120EAB387FC7F038FFE7F8387FC7F01513809216>I<EA03E0EA0FF8487EEA3C1E487EEA7007
00F01380EAE003A5EAF00700701300EA780FEA3C1EEA1FFC6C5AEA03E011137E9216>I<EA7E3E
EAFEFF007F1380380F83C0EB01E01300000E13F01470A514F0000F13E01301EB83C0EBFF80000E
1300137C90C7FCA6EA7FC0487E6C5A141C809216>I<38FF0FC0EB3FE0137F3807F040EBC0005B
A290C7FCA9EAFFFC7F5B13137F9216>114 D<EA0FECEA3FFC127FEAF03CEAE01CA2EAF000127E
EA3FE0EA0FF8EA00FC131CEA600E12E012F0EAF81CEAFFFC13F8EAC7E00F137D9216>I<12035A
A4EA7FFFB5FCA20007C7FCA85BEB0380A3EB8700EA03FE6C5A6C5A11187F9716>I<387E1F80EA
FE3FEA7E1FEA0E03AB1307130F3807FFF014F83801F3F01513809216>I<38FF1FE013BF131F38
380380A53818E300EA1DF7A213B7A4EA0DB6EA0F1EA313137F9216>119
D<13181338A700F0131E00FE13FE387FFFFC000F13E000011300EA007C13FE13EEEA01C7000313
80380783C01301380E00E0A2000C13601717819616>136 D<EA7FF8EAFFFC13F8EAE000B3A712
600E1D7B9816>172 D<B51280A311037E7F16>220 D<12E0AA1240030B779816>222
D E /Fv 1 50 df<120C123C12CC120CACEAFF8009107E8F0F>49 D E /Fw
16 221 df<B5FC14C0381C01E0EB00701438141CA2140C140EA8141CA214381478EB01F0B512C0
140017177F961B>68 D<B512E0A2381C0060A21430A2130CA21400A2EA1FFCA2EA1C0C1418A214
301300A41460B512E0A215177F9618>I<00FEEB03F86C1307001F14C0A2381B800DA23819C019
A33818E031A2EBF0611370A2EB38C1A3EB1D81A2EB0F01A200FFEB0FF813061D177F9620>77
D<EA01FE3807FF80380F03C0381C00E0481370481338A20060131800E0131CA700701338A20078
1378003813706C13E0380F03C03807FF803801FE0016177E961B>79 D<123EEA7F80EA71C01220
12001207123F1278126012C0A312E1EA7FFCEA3C7C0E0F7E8E11>97 D<12F8A21218A613F8EA1B
FCEA1E0EEA1C06EA1803A6EA1C071306EA1E0EEA1BFCEA19F010177F9614>I<EA0FE0EA1FF0EA
3070EA6020EAE0005AA57EEA6030EA3860EA1FE0EA0F800C0F7E8E10>I<13F8A21318A6EA0F98
EA3FD8EA7078EA6038EAE01812C0A513381260EA7078EA3FDFEA0F1F10177E9614>I<EA0FC0EA
1FE0EA3030EA6018A2EAFFF8A2EAC000A312601318EA3830EA1FF0EA07C00D0F7F8E10>I<38F9
F87E38FFFDFF391E0F8380381C0701EA1806A939FF3FCFF0A21C0F7F8E1F>109
D<EAF9F0B47EEA1E1CEA1C0C1218A938FF3F80A2110F7F8E14>I<EA07C0EA1FF0EA3838EA600C
A2EAC006A5EAE00EEA600CEA3838EA1FF0EA0FE00F0F7F8E12>I<EAF9E0EAFFF0EA1E70EA1C20
EA1800A9B4FCA20C0F7F8E0E>114 D<EA3F40EA7FC012E112C0A2EAE000127FEA1F80EA01C0EA
C060A212E0EAF0E0EAFFC0EA9F000B0F7F8E0E>I<1218A51238A2EAFF80A2EA1800A713C0A4EA
0F8013000A167F950E>I<B512E0A213027E7F18>220 D E /Fx 36 120
df<EA60C0EAF1E0A21270EA1020A2EA2040A2EA4080A20B0A7F9612>34
D<126012F0A212701210A21220A21240A2040A7D830A>44 D<126012F0A2126004047D830A>46
D<EA07C0EA1830EA3018EA701CEA600CA2EAE00EA9EA600CA2EA701CEA3018EA1C70EA07C00F15
7F9412>48 D<12035AB4FC1207B1EA7FF00C157E9412>I<EA0F80EA30E0EA4070EA8030EAC038
12E0124012001370A2136013C0EA0180EA03001206EA0C081208EA1018EA3FF0127F12FF0D157E
9412>I<EA0FE0EA3030EA6018EA701CA21200131813381360EA07E0EA00301318130C130EA212
E0A2EAC00CEA4018EA3030EA0FE00F157F9412>I<1330A2137013F01201137012021204120812
1812101220124012C0EAFFFEEA0070A5EA03FE0F157F9412>I<EA2030EA3FE013C0EA24001220
A4EA2F80EA30E0EA2070EA00301338A2124012E0A2EA8030EA4060EA20C0EA1F000D157E9412>
I<EA01F0EA0608EA080CEA181C1230EA7000126012E0EAE3E0EAEC30EAF018130CEAE00EA31260
A2EA300C1318EA1830EA07C00F157F9412>I<1240EA7FFE13FC13F8EAC008EA80101320EA0040
1380A2EA0100A25A12021206A2120EA512040F167E9512>I<EA07E0EA1830EA2018EA600CA212
70EA7818EA3E10EA1F60EA0FC013F0EA18F8EA607C131EEAC00E1306A21304EA600CEA3830EA0F
E00F157F9412>I<EA07C0EA1830EA30181260EAE00CA2130EA3EA601E1230EA186EEA0F8EEA00
0E130C131CEA7018A2EA6030EA20C0EA1F800F157F9412>I<EA0FC4EA302CEA601CEA400CEAC0
04A3EAE0001270127FEA3FE0EA0FF8EA01FCEA001C130E13061280A3EAC004EAE008EAD810EA87
E00F177E9614>83 D<387FFFF83860381800401308A200801304A300001300AF3807FFC016177F
9619>I<38FF80FE381C00381410B06C132012066C13403801818038007E0017177F961A>I<EA20
40A2EA4080A2EA8100A2EAE1C0EAF1E0A2EA60C00B0A7B9612>92 D<EA1FC0EA38601330EA1038
1200EA03F8EA1E3812301270EAE039A21379EA70FFEA1F1E100E7F8D12>97
D<12FC121CA813F8EA1F06EA1C031480130114C0A4148013031400EA1B0EEA10F81217809614>
I<EA07F0EA18381230EA7010EA600012E0A41260EA70081230EA1830EA07C00D0E7F8D10>I<13
7E130EA8EA07CEEA1C3EEA300E1270126012E0A412601270EA301EEA182E3807CFC012177F9614
>I<EA0FC0EA1860EA3030EA7038EAE018EAFFF8EAE000A31260EA7008EA3010EA1830EA07C00D
0E7F8D10>I<EA0F9EEA18E3EA3060EA7070A3EA3060EA18C0EA2F80EA20001260EA3FE013F813
FCEA600EEAC006A3EA600CEA3838EA0FE010157F8D12>103 D<12FC121CA8137CEA1D8EEA1E07
121CAA38FF9FE01317809614>I<1218123CA212181200A5127C121CAC12FF081780960A>I<12FC
121CA8EB3F80EB1C00131813205B13C0EA1FE0EA1CF0137013787F7FA238FF3FC01217809613>
107 D<12FC121CB3A3EAFF80091780960A>I<38FC7C1F391D8E6380391E0781C0001C1301AA39
FF9FE7F81D0E808D1E>I<EAFC7CEA1D8EEA1E07121CAA38FF9FE0130E808D14>I<EA07C0EA1830
EA3018EA600CA2EAE00EA5EA701CEA3018EA1830EA07C00F0E7F8D12>I<EAFCF8EA1F0EEA1C03
1480130114C0A414801303EB0700EA1F0EEA1CF890C7FCA5B47E1214808D14>I<EAFCF0EA1D38
121EEA1C101300A9EAFF800D0E808D0E>114 D<EA1F40EA60C0EAC040A2EAE000B4FCEA7F80EA
1FC0EA01E0EA8060A212C0EAE0C0EA9F000B0E7F8D0E>I<1208A31218A21238EAFF80EA3800A7
1340A4EA1C80EA0F000A147F930E>I<EAFC3FEA1C07AA5BEA0E173803E7E0130E808D14>I<38FC
FE7C383838381410381C3C20A2134C380E4E40A2138638078780A2130300031300A2160E7F8D19
>119 D E /Fy 3 88 df<EA7FF8EAFFFE6C7EEA1C0FEB07801303A313071400EA1FFF5BA2EA1C
1FEB038014C01301A41303EB0780EA7FFFB51200EA7FFC12197F9816>66
D<387FFFC0B5FC7EEA1C01A490C7FCA2131CA2EA1FFCA3EA1C1CA290C7FC14E0A5EA7FFFB5FC7E
13197F9816>69 D<38FC07E0EAFE0FEAFC07387001C0A300301380EA3803A313E3EA39F3A213B3
00191300A61313EA1B1BEA0F1EA2EA0E0E13197F9816>87 D E /Fz 1 89
df<B912C018E06CC81201EE001F6C6CED03F06C6C1500000F17386D16186C6C160C6C6C1604A2
6C6C16026C6C1600137FA26D7E6D7E130F806D7E6D7EA26D7E6D7E147E147F6E7E6E7EA2140F6E
5A14034AC9FC140E5C5C5CA25C495A495A49CAFC130EA24916024916045B49160C000117184916
38484816F848C9EA01F0000E160F48ED01FF003FB812E0A25AB912C0373A7E7F3C>88
D E /FA 5 108 df<124012E0124003037D820A>58 D<127C120C5AA45A1237EA3880EA30C012
60A4EAC180A213001243126612380A147E930F>98 D<1206120712061200A41238124CA2128C12
981218A2123012321262A21264123808147F930C>105 D<1360137013601300A4EA0380EA04C0
1360EA08C0A21200A2EA0180A4EA0300A4126612E65A12780C1A81930E>I<123E12065AA45A13
7013B8EA1938EA3230EA34001238123E12631310A3EAC320EAC1C00D147E9312>I
E /FB 2 51 df<120C121C12EC120CAFEAFFC00A137D9211>49 D<121FEA60C01360EAF0701330
1260EA0070A2136013C012011380EA02005AEA08101210EA2020EA7FE012FF0C137E9211>I
E /FC 41 125 df<EB01FCEB0703130CEB1C071403EB18001338A45B3807FFFC3800701CA3EBE0
38A41470EA01C0A314E2A3380380E414641438140090C7FC5A120612C612E412CC12701825819C
17>12 D<EAFFC0A30A037D890F>45 D<1230127812F0126005047C830D>I<14021406A2140CA2
14181430A21460A214C0A2EB0180A2EB03001306A25BA25BA25BA25B5BA2485AA248C7FCA21206
5AA25AA25AA25AA25A5A17297F9E15>I<13021306130C131C137CEA039CEA0038A41370A413E0
A4EA01C0A4EA0380A41207EAFFF00F1C7C9B15>49 D<EB018014C0EB0380A314005BA21306130E
130C131C1318A25BA25B134013C6EA018E130E1202EA061C120C1218123FEA40F8EA803FEA0038
A25BA45B136012247E9B15>52 D<130FEB308013C0EA0183120390C7FC1206120E120C121C13F0
EA3B18EA3C0C12381278EA700EA3EA601C12E0A35BA25BEA60605BEA2180001EC7FC111D7B9B15
>54 D<3809C0403817E080121F383C6100EA3027EA601AEA40061304EA800C1308EA0018131013
305BA35BA212015B1203A290C7FC5AA3120EA2120C121D799B15>I<000FB512E04814F0C9FCA8
B612806C14001C0C7C8F20>61 D<903803F02090381E0C6090383002E09038E003C03801C001EA
038048C7FC000E1480121E121C123C15005AA35AA41404A35C12705C6C5B00185B6C485AD80706
C7FCEA01F81B1E7A9C1E>67 D<48B512E038003C00013813601540A35BA214201500495AA214C0
13FF3801C080A43803810113801402A248485AA2140C5C000E1378B55A1B1C7D9B1C>69
D<D801FEEB07F8D8003E1480012EEB0F001517A21527014E132E154EA2158E90388E011CA21402
A23901070438A21408141000025C1420A2144000045C14801400120C381C060139FF861FFC251C
7D9B25>77 D<EB07F0EB1C1CEB700E497ED801C0138038038003EA0700000E14C0121E121C123C
A25AA348EB0780A3EC0F00A2140E141E141C38707838EB8070387104E0383905C0381D0780380F
0E04EA03FE3800060C1408EB0E18EB0FF013075CEB03801A257A9C20>81
D<3801FFF838003C0EEB3807EC0380A3EB7007A3EC0F00EBE00E5C1470EBFFC0EA01C014601470
A2EA0380A4380700F01540A2158048137839FFE07900C7121E1A1D7D9B1E>I<EB0F84EB304CEB
403CEB8018EA01005AA200061310A214001207A2EA03E013FC6CB4FC38007F80EB07C01301A213
00A21220A238600180A2EB03001302EAF004EACC18EA83E0161E7D9C17>I<EA03CCEA063C120C
EA181CEA383812301270A2EAE070A413E212C0A2EA61E4EA6264EA3C380F127B9115>97
D<123F1207A2120EA45AA4EA39C0EA3E60EA3830A2EA7038A4EAE070A3136013E0EAC0C012C1EA
6180EA6300123C0D1D7B9C13>I<EA01F0EA0708120CEA181CEA3838EA30001270A25AA5130813
10EA6020EA30C0EA1F000E127B9113>I<EB1F801303A2EB0700A4130EA4EA03DCEA063C120CEA
181CEA383812301270A2485AA413E212C0A2EA61E4EA6264EA3C38111D7B9C15>I<EA01E0EA07
10120CEA1808EA381012701360EA7F80EAE000A51308EA60101320EA30C0EA1F000D127B9113>
I<EB03C0EB0670130CEB1C601400A25BA53803FF8038007000A55BA5485AA5485AA390C7FCA25A
12C612E65A12781425819C0D>I<13F3EA018FEA030FEA0607EA0E0E120C121CA2EA381CA41338
1230A2EA187813F0EA0F701200A213E0A2EAC0C012E1EAC300127E101A7D9113>I<EA0FC01201
A2485AA448C7FCA4EA0E78138CEA0F0E120E121CA4485AA35B00701380A21370EB7100EAE032EA
601C111D7D9C15>I<EA01801203EA0100C7FCA7121C12261247A2128EA2120E5AA35AA21271A3
1272A2123C091C7C9B0D>I<EA0FC01201A2485AA448C7FCA4EA0E0F1311EB23801343381C8300
1380001DC7FC121EEA3F80EA39C0EA38E0A2EA70E2A313E4EAE064EA6038111D7D9C13>107
D<EA1F801203A2EA0700A4120EA45AA45AA45AA412E4A412681238091D7C9C0B>I<393C1E0780
39266318C0394683A0E0384703C0008E1380A2120EA2391C0701C0A3EC0380D8380E1388A2EC07
08151039701C032039300C01C01D127C9122>I<EA3C3CEA2646EA4687EA4707128EA2120EA2EA
1C0EA35B00381340A21338148038701900EA300E12127C9117>I<EA01E0EA0718EA0C0C121812
38EA300E1270A2EAE01CA31318133813301360EA60C0EA3180EA1E000F127B9115>I<EA078738
04D9803808E0C0A23811C0E0A21201A2380381C0A31480EA070314005B1306EA0E8C137090C7FC
A25AA4123CB47E131A7F9115>I<EA03C4EA062CEA0C3CEA181CEA383812301270A2EAE070A413
E012C0A21261EA63C0123D1201A2EA0380A41207EA3FF00E1A7B9113>I<EA3C3CEA26C2EA4687
EA4707EA8E061300120EA25AA45AA45A123010127C9112>I<EA01F0EA0608120C131CEA1818EA
1C00121F13C0EA0FF01207EA00781338EA603012E012C0EA8060EA60C0EA1F000E127D9111>I<
13C01201A3EA0380A4EAFFE0EA0700A3120EA45AA4EA3840A31380EA1900120E0B1A7D990E>I<
EA1E03EA27071247A2EA870EA2120EA2485AA438383880A21218EB3900EA1C59EA078E11127C91
16>I<EA1E06EA270E12471306EA8702A2120EA2EA1C04A3130812181238EA18101320EA0C40EA
07800F127C9113>I<381E0183382703871247148338870701A2120EA2381C0E02A31404EA180C
131C1408001C1310380C26303807C3C018127C911C>I<EA070EEA19913810E38012203841C300
13C01201A2485AA4EA07021267EAE70412CBEA8B08EA70F011127D9113>I<EA1E03EA27071247
A2EA870EA2120EA2EA1C1CA4EA3838A21218A2EA1C70EA07F0EA0070A213E0EAE0C012E1EA8180
EA4700123C101A7C9114>I<EA0382EA07C2EA0FECEA0838EA1008EA0010132013401380EA0100
12025AEA08081210EA3830EA67F0EA43E0EA81C00F127D9111>I<B712F825017B8B2A>124
D E /FD 36 122 df<EA7FF0EAFFE00C027F890E>45 D<13181370EA03F0EA0C701200A313E0A6
EA01C0A6EA0380A6EA07001380EAFFF80D1C7C9B15>49 D<137E38018380380201C0380400E0A2
120FA25AA2120EEA000114C0EB0380A2EB0700130E5B5B13605B485A3803008012063808010012
10EA3FFF485A12FF131C7E9B15>I<137CEA0187380203801204000F13C0A3000E13801200EB07
0013065B1338EA03F0EA001C7FA2130FA3127012F8A2EAF00EEAE01EEA801CEA4038EA3070EA0F
C0121D7D9B15>I<14C0EB01801303A21307130B1313EB2700136713C71387EA01071202EA040E
12081218121012201240B512C038001C00A55B133C3803FF80121C7E9B15>I<380301C0EBFF80
EBFE00485A0004C7FCA55A13F8EA0B0CEA0C0EEA0807A212001480A338700F0012F0A2130EEA80
1E131CEA40381330EA30E0EA0F80121D7D9B15>I<133E13E138018080EA0303EA0607120C001C
13000018C7FC12381230EA71F0EA7618EA780CEAE80EEAF006A2EAE007A3130E12C0A35BEAE018
EA60381330EA30C0EA0F80111D7C9B15>I<120C121E121CA21200AA1270A212F0126007127C91
0C>58 D<142014301470A214F0A21301EB0378130213061304130CEB087CEB183C13101320A213
40143EEBFFFEEB801EEA0100A21202805AA2001E5B39FF80FFF01C1D7F9C1F>65
D<380FFFFC3900F807809038F001C0EC00E01570A2157848481338A4153C1538485A1578A31570
15F0484813E0A2EC01C0EC03801407EC0E0048485A1470B512C01E1C7E9B20>68
D<000FB512C03800F803EBF001EC0080A4485A14401500A214C013E148B45A13C113C0A44848C7
FCA648C8FC7FEAFFF81A1C7E9B1B>70 D<380FFF803800F8005BA5485AA6485AA6485AA648C7FC
7FEAFFF8111C7F9B0F>73 D<380FFFC03800F8005BA5485AA6485AA51404EA0780A31408A21418
380F003814F0B5FC161C7E9B1A>76 D<380FFFFC3800F80F9038F0038015C01401A33801E003A3
1580EC0700140E3803C03CEBFFE001C0C7FCA4485AA648C8FC7FEAFFF01A1C7E9B1C>80
D<EB3F04EBC0CC38018038EA030000061318120EA3001E13101400121F6C7E13F86CB4FC6C1380
6C13C038003FE0130313011300A21240A314C0EA600100E0138038F00300EACC0EEA83F8161E7E
9C17>83 D<001FB512F0383C07C00030EB80300020142012601240A2EB0F00128000001400A413
1EA65BA65B137C381FFFE01C1C7C9B1E>I<EA07F0EA1C18EA1E0CEA1C0E12181200A2EA01FEEA
0F0EEA1C1C1230127000E01340A2133CEB5C80EA709D383F0E0012127D9115>97
D<123F120F120EA65AA31378EA1D86EA1E03003C1380EA3801A214C0A338700380A314005B130E
EAF00CEACC30EA83C0121D7C9C17>I<EA01F8EA071CEA0C1EEA181CEA3818EA30001270A35AA3
12601304EA7008EA3010EA1820EA0FC00F127D9112>I<EB03F0130014E0A6EB01C0A313F1EA03
0DEA0C03001C1380123812301270A338E00700A31260A2EA700FEA301EEA186F38078FC0141D7D
9C17>I<EA01F8EA070CEA0C06EA1C07EA380312301270EA7FFFEA70005AA312601302EA300413
08EA1C30EA07C010127E9112>I<EB0F80EB39C0136113E33801C180EBC000A3485AA3EA3FF8EA
0380A248C7FCA6120EA65A121EEAFFC0121D7F9C0D>I<1438EB3CCCEBC69C3801830800031380
EA0703A4EB0700EA0306138CEA04F090C7FC120CA2EA0FFE3807FF804813C0EA1801EA20000060
13E04813C0A23860018038200300EA180EEA07F0161C809215>I<EA07E012015BA6485AA3EB8F
80EBB0C0EBC0E0EA0780A21300A4380E01C0A6381C0380001E13C038FF9FF0141D7F9C17>I<13
C01201A21380C7FCA7EA1F8012071203EA0700A6120EA65A121EEAFF800A1D7F9C0C>I<EA07E0
120113C0A6EA0380A6EA0700A6120EA65A121EEAFF800B1D7F9C0C>108
D<391F8FC0FC39079061063903E0760738078078A2EB0070A4000EEBE00EA64848485A001EEBE0
1E3AFF8FF8FF8021127F9124>I<381F8F803807B0C03803C0E0EA0780A21300A4380E01C0A638
1C0380001E13C038FF9FF014127F9117>I<13FCEA0307380E0180001C13C0EA38001230007013
E0A338E001C0A300601380130338700700EA380EEA1C18EA07E013127E9115>I<380FC7803803
D8603801E0303803C03813801418141CA338070038A31470A214E0380F01C0380EC300133C90C7
FCA35AA4B47E161A809117>I<EA1F9CEA07EEEA03CFEA078E138C1300A4120EA65A121EEAFFC0
10127F9110>114 D<EA03F2EA0C0EEA1806EA100412301238EA3E00EA1FE0EA0FF0EA07F8EA00
3CEA401C130CA2EA6018EAE010EAD060EA8FC00F127F9110>I<1202A31206A25A121C123CEAFF
E0EA1C00A25AA65A1340A41380A2EA3100121E0B1A7C9910>I<38FC1F80EA3C07EA1C03383807
00A6EA700EA4131EA25BEA305E381F9F8011127C9117>I<381FE3FC3807C1E0380381803801C1
0013C2EA00E413EC137813707F1378139CEA011EEA020E487E120C003C138038FE1FF016127F91
16>120 D<380FF0FE3803C03800011330142014601440EBE0801200EBE100A213E21372137413
7C1378137013301320A25BA2EA708000F1C7FCA212E61278171A809116>I
E /FE 13 122 df<001E13043823800813C0000113101420EBE04000001380EBE10013F1137213
7413781338A21378137C139CEA011C1202EA041EEA080EA2EA100F3820070838400390388001E0
161A7F911A>31 D<126012F0A2126004047C830C>58 D<126012F0A212701210A41220A2124012
80040C7C830C>I<EC0380EC0F00143C14F0EB03C0010FC7FC133C13F0EA03C0000FC8FC123C12
F0A2123C120FEA03C0EA00F0133C130FEB03C0EB00F0143C140FEC038019187D9520>I<130113
031306A3130CA31318A31330A31360A213C0A3EA0180A3EA0300A31206A25AA35AA35AA35AA35A
A210297E9E15>I<12E01278121EEA0780EA01E0EA0078131EEB0780EB01E0EB0078141EEC0780
A2EC1E001478EB01E0EB0780011EC7FC1378EA01E0EA0780001EC8FC127812E019187D9520>I<
001FB512F0391C03807039300700300020142012601240130E1280A2000014005BA45BA45BA45B
A41201EA7FFF1C1C7F9B18>84 D<EA01C01203A2EA0180C7FCA6121C12271247A21287A2120EA2
5AA35A1380A21270EA71001232121C0A1C7E9B0E>105 D<1307130FA213061300A61370139CEA
010C1202131C12041200A21338A41370A413E0A4EA01C01261EAF180EAF30012E6127C1024809B
11>I<EA381F384E6180384681C0EA4701128F128E120EA2381C0380A3EB070000381310A2130E
1420387006403830038014127E9119>110 D<380707803809C8603808D03013E0EA11C0143812
01A238038070A31460380700E014C0EB0180EB8300EA0E86137890C7FCA25AA4123CB47E151A81
9115>112 D<380787803808C8403810F0C03820F1E0EBE3C03840E1803800E000A2485AA43863
808012F3EB810012E5EA84C6EA787813127E9118>120 D<001C13C0EA27011247A238870380A2
120EA2381C0700A4EA180EA3EA1C1EEA0C3CEA07DCEA001C1318EA6038EAF0305B485AEA418000
3EC7FC121A7E9114>I E /FF 6 121 df<B61280A219027D8A20>0 D<0040132000C013600060
13C03830018038180300EA0C066C5A6C5AEA01B0EA00E0A2EA01B0EA0318EA060C487E487E3830
0180386000C04813600040132013147A9320>2 D<B612E07EC9FCA7B612E0A2C9FCA7007FB512
E0B6FC1B147E9320>17 D<13801201EA0300A31206A35AA35AA35AA35AA35AA21260A37EA37EA3
7EA37EA37EA3EA01801200092A7C9E10>104 D<12C0A21260A37EA37EA37EA37EA37EA3EA0180
A2EA0300A31206A35AA35AA35AA35AA35AA2092A7E9E10>I<121FEA3080EA7040EA6060EAE0E0
A2134013001260127012307E121C1233EA7180EA61C012E013E0A31260EA70C01231EA1980EA07
007EEA018013C0120013E0124012E0A2EAC0C01241EA2180EA1F000B257D9C12>120
D E /FG 79 125 df<EB7E1F3901C1B180390303E3C0000713C3000EEBC180903801C000A6B512
FC380E01C0B0387F87FC1A1D809C18>11 D<137E3801C180EA0301380703C0120EEB018090C7FC
A5B512C0EA0E01B0387F87F8151D809C17>I<90383F07E03901C09C18380380F0D80701133C00
0E13E00100131892C7FCA5B612FC390E00E01CB03A7FC7FCFF80211D809C23>14
D<126012F0A71260AD1200A5126012F0A21260041E7C9D0C>33 D<EA6060EAF0F0EAF8F8EA6868
EA0808A3EA1010A2EA2020EA4040EA80800D0C7F9C15>I<126012F012F812681208A31210A212
2012401280050C7C9C0C>39 D<13401380EA0100120212065AA25AA25AA212701260A312E0AC12
60A312701230A27EA27EA27E12027EEA008013400A2A7D9E10>I<7E12407E7E12187EA27EA27E
A213801201A313C0AC1380A312031300A21206A25AA25A12105A5A5A0A2A7E9E10>I<1306ADB6
12E0A2D80006C7FCAD1B1C7E9720>43 D<126012F0A212701210A41220A212401280040C7C830C
>I<EAFFE0A20B0280890E>I<126012F0A2126004047C830C>I<130113031306A3130CA31318A3
1330A31360A213C0A3EA0180A3EA0300A31206A25AA35AA35AA35AA35AA210297E9E15>I<EA03
C0EA0C30EA1818EA300CA2EA700EEA6006A2EAE007ADEA6006A2EA700EEA300CA2EA1818EA0C30
EA07E0101D7E9B15>I<12035A123F12C71207B3A4EA0F80EAFFF80D1C7C9B15>I<EA07C0EA1830
EA201CEA400C130EEAF00F12F81307A21270EA000F130EA2131CA213381370136013C0EA0180EA
0300EA0601120C1218EA1002EA3FFE127F12FF101C7E9B15>I<EA07E0EA1830EA201CA2EA781E
130E131E1238EA001CA2131813301360EA07E0EA0030131CA2130E130FA2127012F8A3EAF00EEA
401C1220EA1830EA07E0101D7E9B15>I<130CA2131C133CA2135C13DC139CEA011C1203120212
04120C1208121012301220124012C0B512C038001C00A73801FFC0121C7F9B15>I<EA300CEA3F
F813F013C0EA2000A6EA23E0EA2430EA2818EA301CEA200E1200130FA3126012F0A3EA800EEA40
1E131CEA2038EA1870EA07C0101D7E9B15>I<13F0EA030CEA0604EA0C0EEA181E1230130CEA70
00A21260EAE3E0EAE430EAE818EAF00C130EEAE0061307A51260A2EA7006EA300E130CEA1818EA
0C30EA03E0101D7E9B15>I<1240387FFF801400A2EA4002485AA25B485AA25B1360134013C0A2
12015BA21203A41207A66CC7FC111D7E9B15>I<EA03E0EA0C30EA1008EA200C13061260A31270
EA780CEA3E08EA3FB0EA1FE0EA07F013F8EA18FCEA307EEA601E130FEAC0071303A4EA60021304
EA300CEA1C10EA07E0101D7E9B15>I<EA03C0EA0C30EA1818EA300C1270EA600EEAE006A21307
A51260EA700F1230EA1817EA0C27EA07C7EA0006A2130EEA300C12781318EA7010EA2030EA30C0
EA0F80101D7E9B15>I<126012F0A212601200AA126012F0A2126004127C910C>I<126012F0A212
601200AA126012F0A212701210A41220A212401280041A7C910C>I<007FB512C0B612E0C9FCA8
B612E06C14C01B0C7E8F20>61 D<EA0FE0EA3038EA401CEAE00E12F0A3EA000C131C1330136013
C0138012011300A6C7FCA51203EA0780A2EA03000F1D7E9C14>63 D<1306A3130FA3EB1780A3EB
23C0A3EB41E0A3EB80F0A200017FEB0078EBFFF83803007C0002133CA20006133E0004131EA200
0C131F121E39FF80FFF01C1D7F9C1F>65 D<B512C0380F00F01438143C141C141EA4141C143C14
78EB01F0EBFFE0EB0078143C141E140E140FA5141EA2143C1478B512E0181C7E9B1D>I<90381F
8080EBE0613801801938070007000E13035A14015A00781300A2127000F01400A8007014801278
A212386CEB0100A26C13026C5B380180083800E030EB1FC0191E7E9C1E>I<B512C0380F00F014
3C140E80A2EC038015C01401A215E0A815C0A21403158014071500140E5C1470B512C01B1C7E9B
20>I<B512FC380F003C140C1404A214061402A213021400A3130613FE13061302A31401130014
02A31406A2140C143CB512FC181C7E9B1C>I<B512F8380F007814181408A2140C1404A2130214
00A3130613FE13061302A490C7FCA77FEAFFF8161C7E9B1B>I<90381F8080EBE0613801801938
070007000E13035A14015A00781300A2127000F01400A6ECFFF0EC0F80007013071278A212387E
A27E6C130B380180113800E06090381F80001C1E7E9C21>I<39FFF3FFC0390F003C00ACEBFFFC
EB003CAD39FFF3FFC01A1C7E9B1F>I<EAFFF0EA0F00B3A8EAFFF00C1C7F9B0F>I<EA1FFFEA00F8
1378B3127012F8A3EAF0F0EA40E0EA21C0EA1F00101D7F9B15>I<EAFFF8EA0F8090C7FCB01408
A31418A2141014301470EB01F0B5FC151C7E9B1A>76 D<B46CEBFF80000FECF800A2390BC00178
A33809E002A23808F004A3EB7808A3EB3C10A3EB1E20A3EB0F40A2EB0780A3EB0300121C3AFF83
07FF80211C7E9B26>I<B4EB7FC0390F800E001404EA0BC0EA09E0A2EA08F013F81378133CA213
1E130FA2EB078414C41303EB01E4A2EB00F4147CA2143CA2141C140C121C38FF80041A1C7E9B1F
>I<EB3F80EBE0E03803803848487E000E7F487F003C148000381303007814C0A20070130100F0
14E0A8007014C000781303A200381480003C1307001C14006C130E6C5B6C6C5A3800E0E0EB3F80
1B1E7E9C20>I<B51280380F00E01478143C141C141EA5141C143C147814E0EBFF8090C7FCACEA
FFF0171C7E9B1C>I<B5FC380F01E0EB007880141C141EA4141C143C5CEB01E001FFC7FCEB03C0
EB00E0801478A61510A21438EC3C2038FFF01CC7EA07C01C1D7E9B1F>82
D<3807E080EA1C19EA3005EA7003EA600112E01300A36C13007E127CEA7FC0EA3FF8EA1FFEEA07
FFC61380130FEB07C0130313011280A300C01380A238E00300EAD002EACC0CEA83F8121E7E9C17
>I<007FB512C038700F010060130000401440A200C014201280A300001400B1497E3803FFFC1B
1C7F9B1E>I<39FFF07FC0390F000E001404B3A26C5B138000035B12016C6C5AEB70C0011FC7FC
1A1D7E9B1F>I<39FFE00FF0391F0003C06CEB018015006D5A00071302A26C6C5AA36C6C5AA213
F000005BA2EBF830EB7820A26D5AA36D5AA2131F6DC7FCA21306A31C1D7F9B1F>I<3AFFE0FFE0
FF3A1F001F003C001E011E13186C011F1310A3D807801420EC2780A2D803C01440EC43C0A213E0
0001903881E080A33A00F100F100A3017913FA017A137AA2013E137C013C133CA301181318A328
1D7F9B2B>I<12FEA212C0B3B312FEA207297C9E0C>91 D<EA0808EA1010EA2020EA4040A2EA80
80A3EAB0B0EAF8F8EA7878EA30300D0C7A9C15>I<12FEA21206B3B312FEA20729809E0C>I<EA1F
C0EA3070EA78387F12301200A2EA01FCEA0F1C12381270126000E01340A3EA603C38304E80381F
870012127E9115>97 D<12FC121CAA137CEA1D86EA1E03381C018014C0130014E0A614C0130114
80381E0300EA1906EA10F8131D7F9C17>I<EA07E0EA0C30EA18781230EA7030EA600012E0A612
60EA70041230EA1808EA0C30EA07C00E127E9112>I<133F1307AAEA03E7EA0C17EA180F487E12
70126012E0A61260127012306C5AEA0C373807C7E0131D7E9C17>I<EA03E0EA0C30EA1818EA30
0CEA700EEA600612E0EAFFFEEAE000A41260EA70021230EA1804EA0C18EA03E00F127F9112>I<
13F8EA018CEA071E1206EA0E0C1300A6EAFFE0EA0E00B0EA7FE00F1D809C0D>I<EB03803803C4
C0EA0C38001C138038181800EA381CA4EA1818EA1C38EA0C30EA13C00010C7FC12307EEA1FF813
FF1480EA3003386001C0EAC000A33860018038300300EA1C0EEA07F8121C7F9215>I<12FC121C
AA137C1387EA1D03001E1380121CAD38FF9FF0141D7F9C17>I<1218123CA21218C7FCA712FC12
1CB0EAFF80091D7F9C0C>I<13C0EA01E0A2EA00C01300A7EA0FE01200B3A21260EAF0C012F1EA
6180EA3E000B25839C0D>I<12FC121CAAEB3FC0EB0F00130C13085B5B5B13E0121DEA1E70EA1C
781338133C131C7F130F148038FF9FE0131D7F9C16>I<12FC121CB3A9EAFF80091D7F9C0C>I<39
FC7E07E0391C838838391D019018001EEBE01C001C13C0AD3AFF8FF8FF8021127F9124>I<EAFC
7CEA1C87EA1D03001E1380121CAD38FF9FF014127F9117>I<EA03F0EA0E1CEA1806487E007013
80EA600100E013C0A600601380EA700300301300EA1806EA0E1CEA03F012127F9115>I<EAFC7C
EA1D86EA1E03381C018014C0130014E0A6EB01C0A21480381E0300EA1D06EA1CF890C7FCA7B47E
131A7F9117>I<EA03C1EA0C33EA180BEA300FEA7007A212E0A612601270EA300F1218EA0C37EA
07C7EA0007A7EB3FE0131A7E9116>I<EAFCE0EA1D30EA1E78A2EA1C301300ACEAFFC00D127F91
10>I<EA1F90EA3070EA4030EAC010A212E0EAF800EA7F80EA3FE0EA0FF0EA00F8EA8038131812
C0A2EAE010EAD060EA8FC00D127F9110>I<1204A4120CA2121C123CEAFFE0EA1C00A91310A512
0CEA0E20EA03C00C1A7F9910>I<38FC1F80EA1C03AD1307120CEA0E1B3803E3F014127F9117>I<
38FF07E0383C0380381C0100A2EA0E02A26C5AA3EA0388A213D8EA01D0A2EA00E0A3134013127F
9116>I<39FF3FCFE0393C0F0380381C07011500130B000E1382A21311000713C4A213203803A0
E8A2EBC06800011370A2EB8030000013201B127F911E>I<387F8FF0380F03801400EA0702EA03
84EA01C813D8EA00F01370137813F8139CEA010E1202EA060738040380381E07C038FF0FF81512
809116>I<38FF07E0383C0380381C0100A2EA0E02A26C5AA3EA0388A213D8EA01D0A2EA00E0A3
1340A25BA212F000F1C7FC12F31266123C131A7F9116>I<EA7FFCEA70381260EA407013F013E0
EA41C012031380EA0700EA0F04120E121CEA3C0CEA380812701338EAFFF80E127F9112>I<B512
F01401808B15>I<B812802901808B2A>I E /FH 93 238 df<121C123E1267EAC380A2EA0700A9
EA0E101318EA0730EA03E0EA01C00D137F9210>4 D<EA0780EA1FE0EA3870EA7038A2EA6018EA
E01CA71318133812F0EAF870EAFFE0EAE780EAE000A712400E1B7E9213>6
D<1206B3EA8610EAC630EA6660EA36C0EA1F80EA0F001206A20C1B7C9C15>8
D<1206A2120FEA1F80EA36C0EA6660EAC630EA8610EA0600B30C1B7C9A15>I<13305B5B485A00
07C8FC121CB612F8A2001CC8FC1207EA01806C7E13607F1D0E7B9025>I<14608080801407EC01
C0B612F8A2C7EA01C0EC0700140C5C5C5C1D0E7E9025>I<B512F0A214027E8A19>I<EAC003EA70
0EEA381CEA0C30EA0660EA03C0A2EA0660EA0C30EA381CEA700EEAC003100C7F8F13>I<131813
3C137EA2133C131890C7FCA6B6FCA2C8FCA61318133C137EA2133C1318181A7E961D>I<126012
F0AA1260A91200A5126012F0A21260041D7C9C0C>33 D<13C0EA0180EA03001206120E120C121C
121812381230A21270A21260A212E0AC1260A21270A21230A212381218121C120C120E12067EEA
0180EA00C00A2A7D9E10>40 D<12C012607E7E121C120C120E120612077EA21380A21201A213C0
AC1380A21203A21300A25A1206120E120C121C12185A5A5A0A2A7E9E10>I<1360A8B512F0A238
006000A814127E9219>43 D<127012F012F8A212781218A31230A2127012601240050D7D840C>
I<EAFFE0A30B03808A0E>I<127012F8A3127005057D840C>I<EA07E0EA0FF0EA3C3CEA381CEA70
0EA2EA6006EAE007ADEA700EA3EA381CEA3C3CEA1FF8EA07E0101B7E9A15>48
D<12035A123FB4FC12C71207B3A2EAFFF8A20D1B7C9A15>I<EA07E0EA1FF8EA387CEA601E130E
EAC007A212E012401200A2130EA2131C13381370136013C0EA0180EA0300EA0603120C1218EA30
06EA7FFE12FFA2101B7E9A15>I<EA07E0EA1FF8EA381CEA700EA312201200131CA21378EA07F0
13E0EA0038130C130E1307A312E0A212C0EAE00E1260EA383CEA1FF8EA07E0101B7E9A15>I<13
1CA2133C135CA2139C1201EA031CA21206120E120C121812381230126012E0B512C0A238001C00
A63801FFC0A2121B7F9A15>I<EA300CEA3FFC13F0EA3780EA3000A6EA33E0EA3FF8EA3C1CEA38
0E1230EA0007A4124012E0A2EAC00EEA600CEA383CEA1FF0EA07E0101B7E9A15>I<EA01F8EA07
FCEA0F0E121C123813005AA2126012E0EAE7F0EAEFFCEAF81CEAF00E1306EAE007A51270A2EA30
0E1238EA1C1CEA0FF8EA03E0101B7E9A15>I<1260387FFF80A21400EA6003EAC0065BA2C65A5B
A25B13E05BA21201A25BA21203A86CC7FC111C7E9B15>I<EA07E0EA1FF8EA3C3CEA381CEA700E
A4EA781C123CEA1F38EA0FF0EA07E0EA0FF0EA1C7CEA383CEA700EEAE00F1307A4EAF006EA700E
EA381CEA1FF8EA07E0101B7E9A15>I<EA07E0EA1FF0EA3C38EA701C130E12E0A21307A5EA600F
1270EA381FEA3FF7EA0FE7EA00071306130EA2130CEA701C13381370EA3FE0EA1F80101B7E9A15
>I<127012F8A312701200A9127012F8A3127005137D920C>I<127012F8A312701200A9127012F0
12F8A212781218A31230A2127012601240051B7D920C>I<387FFFFCB512FEC8FCA8B512FE6C13
FC170C7E8F1C>61 D<EA0FE0EA3FF8EA703CEA600E12C012E0A21200131C1338137013E0EA01C0
1380A2EA0300A5C7FCA51203EA0780A2EA03000F1D7E9C14>63 D<1306130FA3EB1B80A21311EB
31C0A3EB60E0A3EBC070A200011378EB8038EBFFF8487FEB001CA2487F1206A2487FA239FF803F
F0A21C1C7F9B1F>65 D<90383F80803801FFE13803E039380F000F001E1307001C13035A481301
A34890C7FCA80070EB0180A36CEB03007E001E13066C5B3803E0383801FFF038003F80191C7E9B
1E>67 D<B512C014F8380E007C141E1407EC0380A2EC01C0A2140015E0A9EC01C0A2EC0380A2EC
0700140E147CB55A14C01B1C7F9B1F>I<B512FEA2380E0006A3140780EB0183A31480A2EA0FFF
A2EA0E01A3EC8180A2EB0001EC0300A45C1406B512FEA2191C7F9B1C>I<EB7F813801FFE33807
E073380F001F001E7F487F1238487FA34890C7FCA5ECFFE0A2EC07001270A37E123C7E6C5B3807
E03F3801FFFB38007FC11B1C7E9B20>71 D<EAFFF0A2000EC7FCAF140CA51418A31438B512F8A2
161C7F9B1A>76 D<B4EC1FE06D133F000FEC3E00A2D80DC0136EA2D80CE013CEA3903870018EA2
903838030EA3EB1C06A3EB0E0CA2EB0718A3EB03B0A2EB01E0A2D8FFC1EBFFE0EBC0C0231C7F9B
26>I<00FEEB3FF07E000FEB03001380EA0DC0A2EA0CE01370A21338131CA2130E1307A2EB0383
EB01C3A2EB00E31473A2143B141FA28080EAFFC0801C1C7F9B1F>I<EB3F803801FFF03807C07C
380F001E001C130748EB0380A248EB01C0A20060130000E014E0A80070EB01C0A36CEB0380003C
13076CEB0F006C131E3807C07C3801FFF038007FC01B1C7E9B20>I<B57E14E0380E00F8143C14
1C80A55C143C14F8380FFFE05C380E01E0EB007080A71530141C39FFE00FE0EC07C01C1C7F9B1E
>82 D<3807E080EA1FF9EA381FEA7007EA600312E01301A290C7FC7E1278123EEA1FE0EA0FFCEA
01FEEA001FEB07801303EB01C0A212C0A338E0038012F038FC0700EACFFEEA83F8121C7E9B17>
I<007FB512C0A238600E00A300C01460A500001400B03801FFF0A21B1C7F9B1E>I<397FC07FC0
A23907000C006D5A000313383801C0306D5A000013E0EB70C0EB7980133F6DC7FC130E130FA2EB
1B80EB3BC01331EB60E0EBE0F0EBC07048487E0003133C497E0006130E000E7F39FF803FF0A21C
1C7F9B1F>88 D<39FF800FF0A2390E000380000F14006C13063803800EEBC00C0001131C3800E0
186D5AEB7070EB7860EB3CE0EB1DC0EB1F80130F6DC7FCAAEB7FF0A21C1C7F9B1F>I<12FFA212
E0B3AA12FFA208207D9C0C>91 D<12FFA21207B3AA12FFA20820809C0C>93
D<EA3F80EA7FE0EA7070EA20381200A3EA03F8121FEA3C38127012F012E0A31378EA70F8EA3FBF
EA1F1F10137E9214>97 D<121C12FCA2121CA7137EEA1DFF381F8780381E01C0121C130014E0A7
EB01C0A2381E0380EA1F873819FF00EA187C131D7F9C17>I<EA07F0EA1FF8EA3C38EA3010EA70
00126012E0A71270130C1238EA3C18EA1FF0EA07C00E137E9212>I<1307133FA21307A7EA07C7
EA1FF7EA3C1F487EEA7007A212E0A7126012705BEA3C3F381FF7E0EA07C7131D7E9C17>I<EA07
E0EA0FF0EA3C38EA380C1270130EEAE006EAFFFEA2EAE000A4127013061238EA1E0CEA0FF8EA03
E00F137F9212>I<13F8EA03FCEA071C1308EA0E00A6EAFFE0A2EA0E00AFEA7FE0A20E1D809C0D>
I<3803C780380FFFC0381C388038181800EA381CA5EA1818EA1C38EA1FF0EA33C00030C7FCA212
38EA1FFC13FF481380EA700738E001C0A438700380383C0F00EA1FFEEA07F8121C7F9215>I<12
1C12FCA2121CA7137CEA1DFFEA1F87381E0380A2121CAC38FF8FF0A2141D7F9C17>I<1218123C
A21218C7FCA7121C12FCA2121CAEEAFF80A2091E7F9D0C>I<EA0180EA03C0A2EA0180C7FCA7EA
01C0121FA21201B3A2EA418012E3EAFF00127C0A26819D0D>I<121C12FCA2121CA7EB7FC0A2EB
0C005B5B5B5B121DEA1FE07FEA1E70EA1C7813387F131E130E130F38FF9FE0A2131D7F9C16>I<
121C12FCA2121CB3A6EAFF80A2091D7F9C0C>I<391C7E07E039FDFF9FF839FF83B838391E01E0
1CA2001C13C0AC3AFF8FF8FF80A221137F9224>I<EA1C7CEAFDFFEAFF87381E0380A2121CAC38
FF8FF0A214137F9217>I<EA03F0EA0FFCEA1C0E487E38700380A238E001C0A738700380A23838
0700EA1C0EEA0FFCEA03F012137F9215>I<EA1C7EEAFDFF38FF8780381E03C0EA1C01A2EB00E0
A7EB01C0A2381E0380EA1F87381DFF00EA1C7C90C7FCA6B47EA2131B7F9217>I<EA07C3EA1FF3
EA3C3FEA380F12707F12E0A712705B1278EA3C3FEA1FF7EA07C7EA0007A6EB3FE0A2131B7E9216
>I<EA1CF0EAFDF8EAFF38EA1E101300121CACEAFFC0A20D137F9210>I<EA1F90EA3FF0EA7070EA
E030A3EAF000127EEA3FC0EA1FE0EA01F0EA0078EAC038A212E0A2EAF070EADFE0EA8FC00D137F
9210>I<120CA5121CA2123CEAFFE0A2EA1C00A91330A5EA1E60EA0FC0EA07800C1B7F9A10>I<38
1C0380EAFC1FA2EA1C03AB1307A2EA0E0F380FFBF0EA03E314137F9217>I<38FF9FE0A2381C03
00A2EA0E06A36C5AA3EA0398A3EA019013B013F06C5AA313137F9216>I<39FF3FCFE0A2391C0E
0300130FA2380E1B06A2148613133807318CA214CC380320C814D8A2EBE0F83801C070A31B137F
921E>I<387F8FF0A2380F0300EA0706EA038E138CEA01D8EA00F85B137013F8A2EA019CEA038E
130EEA0607380E038038FF8FF8A21513809216>I<38FF9FE0A2381C0300A2EA0E06A36C5AA3EA
0398A3EA019013B013F06C5AA35BA3485A12E100E7C7FC12FE127C131B7F9216>I<13201360AA
EA03FCEA0FFF381C6380383060C000601360A200C01330A700601360A2003013C038186180380E
6700EA07FEEA01F8EA0060A7132014277F9D17>131 D<1310A61338A200E0130E003E13F8380F
FFE00003138038007C00A213EE13C6EA0183A238030180380600C0000413404813201716809417
>136 D<B512F0A238600060A36C13C0A238180180A3380C0300A2EA0606A26C5AA3EA0198A2EA
00F0A31360132014187E9719>140 D<1360AC139013F0EA0168A2EA0264EA0666EA0462EA0C63
A238186180A2383060C0A200601360A200C01330B512F0A238006000A714257E9C19>143
D<387FFFE0B512F038C00030B3AAB512F06C13E014207E9C19>146 D<13801201EA03C0EA0660
EA0C30EA1818A2EA300CEA6006EAC003EA6006EA300CEA1818A2EA0C30EA0660EA03C0EA018012
0010137E9215>155 D<EA03FCEA0FFF383C03C0387000E000601360481330A36C1370A26C13F0
38D801B038CF0F30EAC7FEEAC0F01300A848131014187E9719>160 D<144014C0EB0180A2EB03
00A31306387FFFFCB512FE38000C005BA25BA35BA2B512FE6C13FC38018000A348C7FCA21206A2
171B7E971C>162 D<12C012F8123FEA07E0EA00FCEB1F80EB03F0EB007EEC0F80A2EC7E00EB03
F0EB1F8001FCC7FCEA07E0003FC8FC127812C0C9FCA5007FB5FCB6128019197D9520>166
D<134013C0A5EA07F8487EEA1806487EA4EA1806EA0FFC6C5AEA00C0A3B512C0A212157E9417>
169 D<B512C0A23800C000A4EA07F8487EEA1806487EA4EA1806EA0FFC6C5AEA00C0A413401215
7E9417>I<EA7FF012FFEAC000B3AB12400C207B9C15>172 D<124012C0B3ABEAFFF0127F0C207B
9C15>I<13801201B0B5FCA210137E9215>176 D<B5FCA2EA0180B0120010137E9215>I<B512FE
A217027E7F1C>220 D<B5FCA210027A9A19>I<12E0AD030D7C9C0C>I<130813181330A31360A3
13C0A3EA0180A2EA0300A31206A35AA25AA35AA35AA35AA20D207F9C10>230
D<130813181330A31360A313C0A3EA0180A2EA0300A2EA3FE0A2EA0600A25AA25AA35AA35AA35A
A20D207F9C10>I<12C0A21260A37EA37EA37EA27EA37EA3EA0180A2EA00C0A31360A31330A313
1813080D207F9C10>I<137C48B4FC38038380380701C0380E00E0A2000C1360001C13701472EA
1FC013E0123F387C307638FC387E38DC187C389C0FF814F01307EB0070121C6C13E0A3380701C0
380383803801FF00EA007C171B7E9A1C>237 D E /FI 37 122 df<EAFFE0A40B047F8A10>45
D<127812FCA4127806067D850D>I<EA03F8EA0F1EEA1C07003C1380EA3803007813C0A300F813
E0AC007813C0A200381380EA3C07001C1300EA0F1EEA03F8131B7E9A18>48
D<1360EA01E0120F12FF12F31203B3A2387FFF80A2111B7D9A18>I<EA07F8EA1FFE38383F8038
780FC0EAFC0714E01303A21278EA000714C0A2EB0F80EB1F00131E13385B5B38018060EA030012
06000813E0381FFFC05A5AB5FCA2131B7E9A18>I<EA03F8EA1FFEEA3C1FEB0F80387C07C0127E
127C123838000F80A2EB1E005BEA03F8EA001EEB0F80EB07C0A214E01230127812FCA214C03878
0F80EB1F00EA1FFEEA07F8131B7E9A18>I<EB018013031307130F131F133F136F13CF138F1201
EA030F1206120C12181230126012C0B512F8A238000F80A63801FFF8A2151B7F9A18>I<381801
80381FFF005B5B5B13C00018C7FCA4EA19F8EA1E0E38180F80EA1007000013C014E0A3127812F8
A214C012F038600F8038381F00EA1FFEEA07F0131B7E9A18>I<137EEA03FF38078180380F03C0
EA1E07123CEB038048C7FCA212F813F8EAFB0E38FA0780EAFC0314C000F813E0A41278A214C012
3CEB0780381E0F00EA07FEEA03F8131B7E9A18>I<1260387FFFE0A214C01480A238E00300EAC0
065B5BC65AA25B13E0A212015B1203A41207A66C5A131C7D9B18>I<EA03F8EA0FFE381E0F80EA
3807EB03C01278A2127E387F8380EBC700EA3FFE6C5A6C7E3807FF80121D38387FC038781FE0EA
F00713031301A3007813C0EB0380EA3E07381FFE00EA03F8131B7E9A18>I<EA03F8EA0FFEEA1E
0F383C07801278EB03C012F8A214E0A4EA78071238EA3C0BEA0E1BEA03E3EA000314C0A2EA3807
007C13801400EA780FEA383CEA1FF8EA0FE0131B7E9A18>I<B512F814FF390FC01FC0EC07E0EC
01F015F8140015FC157CA2157EA8157CA315F8A2EC01F0EC07E0EC1FC0B6120014F81F1C7E9B25
>68 D<B6FCA2380FC01F1407801580A21401EBC181A2EC8000A213C313FFA213C313C1A401C0C7
FCA6B5FCA2191C7E9B1E>70 D<B5FCA2EA07E0B3A6B5FCA2101C7F9B12>73
D<3807F820381FFEE0EA3C07EA7801EA700012F01460A26C130012FEEAFFE0EA7FFE6C7E148000
0F13C06C13E0EA007FEB03F01301130012C0A214E07E38F001C0EAFC0338EFFF00EA83FC141C7D
9B1B>83 D<007FB512E0A238781F81007013800060146000E0147000C01430A400001400B03807
FFFEA21C1C7E9B21>I<EA0FF8EA1C1E383E0F80130714C0121C1200137FEA07E7EA1F07123C12
7C12F8A3EA780B383E13F8EA0FE115127F9117>97 D<B4FCA2121FA9EB3F80EBE1E0EB8070EB00
78143CA2143EA6143CA21478EB8070381EC1E0381C3F00171D7F9C1B>I<EA03FCEA0E0EEA1C1F
123C1278130E00F8C7FCA61278EB0180123C381C0300EA0E0EEA03F811127E9115>I<EB0FF0A2
1301A9EA01F9EA0F07EA1C03EA3C011278A212F8A61278A2123CEA1C03380F0FFEEA03F9171D7E
9C1B>I<EA01FCEA0F07381C0380383C01C0127814E012F8A2B5FC00F8C7FCA31278007C136012
3C6C13C0380F03803801FC0013127F9116>I<137F3801E3803803C7C0EA0787120FEB8380EB80
00A5EAFFF8A2EA0F80AEEA7FF8A2121D809C0F>I<3803F8F0380E0F38121E381C0730003C1380
A4001C1300EA1E0FEA0E0EEA1BF80010C7FC1218A2EA1FFF14C06C13E04813F0387801F838F000
78A300701370007813F0381E03C03807FF00151B7F9118>I<B4FCA2121FA9EB0FC0EB31E0EB40
F0EB80F8A21300AB38FFE7FFA2181D7F9C1B>I<121E123FA4121EC7FCA6B4FCA2121FAEEAFFE0
A20B1E7F9D0E>I<B4FCA2121FB3A7EAFFE0A20B1D7F9C0E>108 D<39FF0FC07E903831E18F3A1F
40F20780D980FC13C0A2EB00F8AB3AFFE7FF3FF8A225127F9128>I<38FF0FC0EB31E0381F40F0
EB80F8A21300AB38FFE7FFA218127F911B>I<EA01FC380F0780381C01C0003C13E0387800F0A2
00F813F8A6007813F0A2383C01E0381E03C0380F07803801FC0015127F9118>I<38FF3F80EBE1
E0381F80F0EB0078147C143C143EA6143C147C1478EB80F0EBC1E0EB3F0090C7FCA6EAFFE0A217
1A7F911B>I<EAFE3E1347381E8F80A3381F070090C7FCAAEAFFF0A211127F9114>114
D<EA1FD8EA3078EA601812E0A2EAF000EAFF80EA7FE013F0EA1FF8EA07FCEA007CEAC01CA212E0
1318EAF830EACFC00E127E9113>I<1203A45AA25AA2EA3FFC12FFEA1F00A9130CA4EA0F08EA07
98EA03F00E1A7F9913>I<38FF07F8A2EA1F00AC1301120F380786FFEA01F818127F911B>I<38FF
C7FCA2381F8180EA0F833807C700EA03EEEA01FC5B1200137C13FEEA01DFEA039F38070F803806
07C0380C03E038FF07FCA216127F9119>120 D<38FFC1FCA2381F0060EB80E0000F13C013C038
07C180A23803E300A2EA01F713F6EA00FE5BA21378A21330A21370EA706012F85BEAF9800073C7
FC123E161A7F9119>I E /FJ 5 117 df<913A03FF800180023FEBF00349B5EAFC070107903800
3F0FD91FF8EB079FD93FC0EB01FFD9FF807F4848C8127F4848153F0007161F49150F485A001F16
07A2485A1703127FA24992C7FCA212FFA9127FA27FEF0380123FA26C7E1707000F17006C7E6D15
0E0003161E6C6C151C6C6C6C1478D93FC05CD91FF8EB03E0D907FFEB3F800101D9FFFEC7FCD900
3F13F80203138031317CB03A>67 D<EB0FFC90387FFF803901FC0FC03903F003E03907E001F000
0F14F8391FC000FC003F14FEA24848137E157FA212FFA290B6FCA20180C7FCA4127FA36C6C1307
121F150E6C7E6C6C131C6C6C13783900FE03E090383FFFC0903807FE0020207E9F25>101
D<3903F007F800FFEB3FFEEC783F02C013803A0FF1801FC03807F30001F614E013FCA35BB3B500
C3B5FCA328207D9F2D>110 D<EB07FC90387FFFC03901FC07F03903F001F848486C7E4848137E
001F147F003F158049133F007F15C0A300FF15E0A8007F15C0A36C6CEB7F80A2001F15006C6C13
FE00075C3903F803F83901FE0FF039007FFFC0D907FCC7FC23207E9F28>I<131CA5133CA3137C
A213FC120112031207381FFFFEB5FCA2D803FCC7FCB0EC0380A71201EC0700EA00FEEB7F0EEB3F
FCEB07F0192E7FAD1F>116 D E end
%%EndProlog
%%BeginSetup
%%Feature: *Resolution 300dpi
TeXDict begin
%%PaperSize: a4
%%EndSetup
%%Page: 0 1
0 0 bop 858 374 a FJ(Con)n(ten)n(t)143 643 y FI(1)63 b FH
(dm\334random\334test)13 b FG(to)h(test)h(non-randomness)e(of)h(data)f
(matrices)h(for)f(con)o(tingency)h(tables)129 b FF(x)9 b FG(1)143
730 y FI(2)63 b FG(The)15 b FH(con)o(tab)p FG(-function)56
b FE(:)46 b(:)g(:)f(:)h(:)g(:)f(:)h(:)g(:)f(:)h(:)g(:)f(:)h(:)f(:)h(:)g(:)f
(:)h(:)112 b FF(x)9 b FG(11)143 816 y FI(3)63 b FG(F)m(rom)12
b(announcemen)o(ts)i(to)g(co)q(de)65 b FE(:)46 b(:)g(:)f(:)h(:)g(:)f(:)h(:)g
(:)f(:)h(:)f(:)h(:)g(:)f(:)h(:)112 b FF(x)9 b FG(27)143 903
y FI(4)63 b FG(Demonstration)39 b FE(:)46 b(:)f(:)h(:)g(:)f(:)h(:)g(:)f(:)h
(:)g(:)f(:)h(:)g(:)f(:)h(:)f(:)h(:)g(:)f(:)h(:)112 b FF(x)9
b FG(42)143 989 y FI(5)63 b FG(Samples)103 b FE(:)46 b(:)g(:)f(:)h(:)g(:)f(:)
h(:)g(:)f(:)h(:)g(:)f(:)h(:)g(:)f(:)h(:)f(:)h(:)g(:)f(:)h(:)112
b FF(x)9 b FG(56)143 1076 y FI(6)63 b FG(Index)36 b FE(:)46
b(:)f(:)h(:)g(:)f(:)h(:)g(:)f(:)h(:)g(:)f(:)h(:)g(:)f(:)h(:)g(:)f(:)h(:)f(:)h
(:)g(:)f(:)h(:)112 b FF(x)9 b FG(57)p eop
%%Page: 1 2
1 1 bop 113 183 a FD(P)o(art)14 b(1:)g FH(dm\334random\334test)f
FD(to)g(test)i(non-randomness)f(of)f(data)h(matrices)f(for)g(con)o(tingency)i
(tables)132 b FG(1)113 366 y FI(1.)48 b FH(dm\334random\334test)12
b FI(to)g(test)g(non-randomnes)o(s)e(of)i(data)g(matrices)f(for)h(con)o
(tingency)e(tables.)113 483 y(2.)p 192 442 168 2 v 192 495
2 54 v 56 w FG(Essence)p 358 495 V 192 497 168 2 v 113 603
a(Con)o(ten)o(ts:)242 687 y FH(dm\334random\334test)206 b FG(function)12
b(to)f(test)i(non-randomness)e(of)h(data)f(matrices)g(for)768
737 y(con)o(tingency)k(tables)242 787 y FH(con)o(tab)406 b
FG(function)20 b(that)f(generate)i(a)f(con)o(tingency)g(table)f(from)f(a)768
837 y(t)o(w)o(o)c(column)e(data)h(matrix)242 886 y FH
(dm\334random\334test\334DEMO)49 b FG(function)14 b(to)g(demonstrate)f
FH(dm\334random\334test)242 936 y FG(Demonstration)255 b(some)13
b(application)g(of)g FH(dm\334random\334test\334DEMO)113 1029
y FG(Precondition:)19 b(Set)14 b(of)f FH(G\334\210)p FG(-functions)h(m)o(ust)
f(b)q(e)i(a)o(v)n(ailable.)113 1091 y(Date:)j(21/7/1993)113
1152 y(P)m(.Naev)o(e,)c(B.)f(Strohmeier,)g(H.P)m(.)g(W)m(olf)113
1269 y FI(3.)p 192 1228 378 2 v 192 1282 2 54 v 56 w FG(Statistical)g
(Problem)p 568 1282 V 192 1284 378 2 v 113 1390 a FC(Question)217
1493 y FG(Are)i(there)g(an)o(y)e(hin)o(ts)h(of)g(non-randomness)f(in)g(the)i
(sample?)113 1596 y FC(Explanation)h(and)g(R)n(e\014nement)217
1699 y FG(Man)o(y)j(statistical)f(pro)q(cedures)j(assume)e(that)f(the)i(data)
e(are)i(collected)f(at)g(random.)31 b(Suc)o(h)20 b(a)217 1749
y(sample)15 b(is)h(called)g(a)g(simple)f(random)f(sample.)24
b(If)16 b(the)h(assumption)e(of)g(randomness)h(do)q(es)h(not)217
1799 y(hold)d(it)g(is)g(v)o(ery)h(di\016cult)e(to)i(in)o(terpret)g(the)g
(computed)f(results.)21 b(Therefore,)15 b(it)f(is)g(necessary)i(to)217
1849 y(c)o(hec)o(k)11 b(the)g(input)f(data)f(for)h(randomness.)16
b(Unfortunately)10 b(the)h(di\016cult)o(y)e(of)g(this)i(c)o(hec)o(k)g
(increases)217 1899 y(with)j(the)g(n)o(um)o(b)q(er)f(of)h(dimensions)e(of)i
(the)g(problem)f(\(columns)f(of)i(the)g(data)g(matrix\).)217
1965 y(A)f(data)g(matrix)e(that)i(leads)g(to)f(a)h(t)o(w)o(o-w)o(a)o(y)f(con)
o(tingency)h(table)g(cannot)g(easily)f(c)o(hec)o(k)o(ed)i(b)o(y)f(ey)o(e.)217
2015 y(So)h(a)f(pro)q(cedure)j(has)e(to)g(b)q(e)g(searc)o(hed)i(for.)p
eop
%%Page: 2 3
2 2 bop 113 183 a FD(P)o(art)14 b(1:)g FH(dm\334random\334test)f
FD(to)g(test)i(non-randomness)f(of)f(data)h(matrices)f(for)g(con)o(tingency)i
(tables)132 b FG(2)113 368 y FI(4.)p 192 326 179 2 v 192 380
2 54 v 56 w FG(Solution)p 368 380 V 192 382 179 2 v 113 488
a FC(Statistic)n(al)14 b(solution|ide)n(a)217 591 y FG(Some)f(t)o(yp)q(es)h
(of)f(non-randomness)h(can)g(b)q(e)g(disco)o(v)o(ered)h(b)o(y)e(computing)f
(c)o(haracteristics)k(of)d(sub-)217 641 y(sets)i(of)f(the)g(data)g(matrix.)i
(W)m(e)e(prop)q(ose)g(to)g(construct)i(a)d(statistic)i FH(T)f
FG(summarizing)c(the)15 b(di\013er-)217 691 y(ences)f(b)q(et)o(w)o(een)f
(subsets)g(and)f(the)g(whole)g(data)f(set)i(b)o(y)f(a)f FE(\037)1156
676 y FB(2)1175 691 y FG(-approac)o(h.)17 b(T)m(o)11 b(decide)h(whether)i
(the)217 741 y(empirical)d(v)n(alue)h(of)h(this)g(statistic)g(is)g(extrem)f
(an)h(appro)o(ximation)d(of)i(it's)g(distribution)h(m)o(ust)f(b)q(e)217
791 y(computed.)113 894 y FC(Computer)j(scienc)n(e)g(solution|informal)g
(algorithm)217 997 y FG(F)m(our)f(essen)o(tial)g(steps)h(are)g(easily)e
(\014xed)h(b)o(y)g(some)f(top)h(lev)o(el)f(annoucemen)o(ts.)217
1063 y FE(<)p FC(test)i(non-r)n(andomness)h(of)f(a)g(data)g(matrix)g(for)f(a)
h(c)n(ontingency)h(table)p FE(>)p FC(=)217 1113 y FE(<)p FC(c)n(onstruct)f
(the)g(c)n(ontingency)h(table)f(fr)n(om)f(the)h(input)g(data)g(matrix)p
FE(>)217 1163 y(<)p FC(c)n(ompute)h(the)f(statistic)f FH(T)p
FE(>)217 1213 y(<)p FC(\014nd)i(an)g(appr)n(oximate)f(distribution)f(of)h
FH(T)p FE(>)217 1263 y(<)p FC(show)g(the)g(r)n(esult)p FE(>)113
1366 y FC(R)n(emark)217 1469 y FG(If)i(y)o(ou)f(exc)o(hange)i(the)f(w)o(ord)g
(con)o(tingency)g(table)g(b)o(y)g(a)f FC(linguistic)g FG(v)n(ariable)g(y)o
(ou)h(see)h(that)f(the)217 1519 y(four)f(steps)i(listed)f(ab)q(o)o(v)o(e)f(c)
o(haracterize)i(a)f(v)o(ery)g(general)f(pro)q(cedure)j(whic)o(h)d(is)g(often)
h(useful)g(in)217 1569 y(statistics.)113 1672 y FC(Mor)n(e)e(pr)n(e)n(cise)f
(statistic)n(al)g(solution|using)i(terms)e(of)h(c)n(omputer)g(scienc)n(e)217
1775 y FE(\037)243 1760 y FB(2)262 1775 y FG(-approac)o(hes)f(b)q(elong)g(to)
g(the)g(standard)h(to)q(olkit)d(of)i(a)f(statistician)h(and)g(are)g(widely)f
(used.)19 b(So)217 1825 y(w)o(e)14 b(prop)q(ose)h(the)f(follo)o(wing)e
(algorithm:)164 1928 y(1.)20 b(Construct)15 b(a)f(con)o(tingency)g(table)g
(with)f(relativ)o(e)h(frequencies)i FE(p)1254 1934 y FA(ij)1297
1928 y FG(for)d(cell)h(\()p FE(i;)7 b(j)r FG(\).)164 2011 y(2.)20
b(Divide)13 b(the)i(whole)e(data)h(matrix)e(with)h FE(n)h FG(en)o(tries)h(in)
f FE(n)1108 2017 y FA(b)1138 2011 y FG(batc)o(hes)h(of)e(size)i
FE(n)1438 2017 y FA(k)1470 2011 y FG(=)d([)p FE(n=n)1597 2017
y FA(b)1612 2011 y FG(].)164 2094 y(3.)20 b(Construct)15 b(for)f(eac)o(h)g
(batc)o(h)g(it's)f(con)o(tingency)h(table)g(with)g(absolute)f(frequencies)j
FE(n)1579 2100 y FA(k)q(:ij)1650 2094 y FG(and)e(compute)217
2144 y(the)h FE(\037)315 2129 y FB(2)333 2144 y FG(-statistic)f
FE(T)528 2150 y FA(k)549 2144 y FG(.)789 2218 y FE(T)813 2224
y FA(k)846 2218 y FG(=)890 2178 y Fz(X)914 2267 y FA(i)956
2178 y Fz(X)979 2267 y FA(j)1028 2190 y FG(\()p FE(n)1069 2196
y FA(k)q(:ij)1136 2190 y FF(\000)c FE(n)1203 2196 y FA(k)1223
2190 y FE(p)1244 2196 y FA(ij)1273 2190 y FG(\))1289 2175 y
FB(2)p 1028 2208 280 2 v 1120 2246 a FE(n)1145 2252 y FA(k)1166
2246 y FE(p)1187 2252 y FA(ij)164 2351 y FG(4.)20 b(Aggregate)14
b(the)h FE(T)510 2357 y FA(k)531 2351 y FG(.)953 2407 y FE(T)i
FG(=)1038 2367 y Fz(X)1105 2407 y FE(T)1129 2413 y FA(k)164
2504 y FG(5.)j(Find)14 b(an)f(appro)o(ximation)e(of)j(the)g(distribution)f
(of)h FE(T)20 b FG(b)o(y)13 b(sim)o(ulation.)217 2554 y(This)j(can)g(b)q(e)h
(p)q(erformed)e(b)o(y)h(generating)g(man)o(y)e(p)q(erm)o(utations)h(of)g(the)
i(en)o(tries)g(of)e(the)h(data)g(matrix)217 2604 y(follo)o(w)o(ed)g(b)o(y)i
(the)g(computation)e(of)i(asso)q(ciated)g FE(T)24 b FG(v)n(alues.)29
b(\(F)m(or)18 b FE(T)24 b FG(is)17 b(not)h(a)g(sum)e(of)i(indep)q(enden)o(t)
217 2654 y(random)12 b(v)n(ariables)i(y)o(ou)f(cannot)h(conclude)h(that)f
FE(T)20 b FG(has)14 b(a)f FE(\037)1195 2638 y FB(2)1214 2654
y FG(-distribution.\))164 2737 y(6.)20 b(Exhibit)13 b(the)i(result.)p
eop
%%Page: 3 4
3 3 bop 113 183 a FD(P)o(art)14 b(1:)g FH(dm\334random\334test)f
FD(to)g(test)i(non-randomness)f(of)f(data)h(matrices)f(for)g(con)o(tingency)i
(tables)132 b FG(3)113 366 y FC(Computer)15 b(scienc)n(e)g(solution|using)h
Fy(WEB)p FC(-style)113 483 y FI(5.)p 192 442 535 2 v 192 504
2 62 v 56 w FG(Syn)o(tax)e(of)f FH(dm\334random\334test)p 725
504 V 192 506 535 2 v 113 609 a FG(The)i FD(APL)p FG(2-function)e
FH(dm\334random\334test)g FG(should)h(do)g(the)g(job.)196 671
y FH(\214)h(result\012n)o(batc)o(hes\334nru)q(ns)i(dm\334random\334test)c(dm)
41 b FG(5)196 808 y Fx(See)11 b(also)g(section)f(7.)196 871
y Fw(dm\334random)o(\334te)o(st)f Fx(app)q(ears)g(in)j(sections)d(2,)i(7,)h
(42,)f(45,)f(49,)h(and)g(53.)113 983 y FI(6.)p 192 942 758
2 v 192 1003 2 62 v 56 w FG(Data)i(structures)k(of)c(argumen)o(ts)g(and)h
(result)p 948 1003 V 192 1005 758 2 v 181 1156 a FH(n)o(batc)o(hes\334nruns)
53 b FG(The)28 b(algorithm)d(needs)k(\014xed)g(v)n(alues)e(for)g(the)i(n)o
(um)o(b)q(er)e(of)g(batc)o(hes)i(and)518 1206 y(p)q(erm)o(utations.)74
b(These)35 b(n)o(um)o(b)q(ers)d(are)h(giv)o(en)g(b)o(y)f(the)i(left)f
(argumen)o(t)518 1256 y FH(n)o(batc)o(hes\334nruns)q FG(.)41
b(If)20 b(no)h(left)f(argumen)o(t)g(is)h(found)f(default)g(v)n(alues)h(will)e
(b)q(e)518 1306 y(c)o(hosen:)i FH(n)o(batc)o
(hes\334nruns\012\(\254n\210.5\),100)16 b FG(where)g FH(n)f
FG(is)g(the)g(n)o(um)o(b)q(er)f(of)g(ro)o(ws)h(of)518 1356
y(the)j(data)f(matrix.)26 b(If)17 b FH(n)o(batc)o(hes\334nruns)j
FG(has)e(only)e(one)h(elemen)o(t)g(this)g(will)f(b)q(e)518
1406 y(in)o(terpreted)i(as)e(the)h(n)o(um)o(b)q(er)e(of)g(batc)o(hes;)j(then)
e(the)h(n)o(um)o(b)q(er)e(of)h(runs)g(will)f(b)q(e)518 1455
y(de\014ned)g(b)o(y)f(the)g(default)g(v)n(alue)f(100.)181 1505
y FH(dm)278 b FG(The)11 b(righ)o(t)g(argumen)o(t)e FH(dm)h
FG(is)g(the)h(data)g(matrix.)k(Ro)o(ws)10 b(of)g FH(dm)g FG(represen)o(t)j
(sample)518 1555 y(elemen)o(ts.)18 b(It)c(is)f(assumed)g(that)h
FH(dm)f FG(consists)h(of)f(t)o(w)o(o)g(columns;)f(this)i(condition)518
1605 y(should)g(fall)e(in)i(later)g(v)o(ersions)g(of)f(the)i(function.)181
1655 y FH(result)236 b(result)16 b FG(sho)o(ws)f(the)g(relativ)o(e)g(p)q
(osition)f(of)g(the)h(input)f(data)g(matrix)f(in)h(the)i(set)f(of)518
1704 y(the)k(sim)o(ulated)e(situations)h(according)h(to)f(the)h(statistic)g
FH(T)p FG(.)f(A)g(high)g(v)n(alue)g(of)518 1754 y FH(result)d
FG(is)f(an)g(indication)e(for)i(non-randomness.)p eop
%%Page: 4 5
4 4 bop 113 183 a FD(P)o(art)14 b(1:)g FH(dm\334random\334test)f
FD(to)g(test)i(non-randomness)f(of)f(data)h(matrices)f(for)g(con)o(tingency)i
(tables)132 b FG(4)113 368 y FI(7.)p 192 326 588 2 v 192 380
2 54 v 56 w FG(De\014nition)13 b(of)h FH(dm\334random\334test)p
778 380 V 192 382 588 2 v 113 488 a FG(No)o(w)j(w)o(e)h(ha)o(v)o(e)e(to)h
(link)f(the)i(idea)f(outlined)g(ab)q(o)o(v)o(e)g(with)f(the)i(function)f
(header.)29 b(W)m(e)16 b(pro)o(vide)h(a)g(place)g(for)113 538
y(initializations|for)11 b(example)i(to)g(rearrange)i(the)g(input)e(and)h
(de\014ne)h(default)f(v)n(alues.)196 600 y FH(\214+)h(result\012n)o(batc)o
(hes\334nr)q(uns)i(dm\334random\334test)d(dm)40 b FG(5)196
661 y FF(h)7 b FG(set)15 b(default)f(v)n(alues,)f(initialize)f
FH(dm\334random\334test)83 b FG(30)7 b FF(i)196 723 y(h)g FG(test)15
b(non-randomness)f(of)f(a)h(data)f(matrix)f(for)i(a)f(con)o(tingency)i(table)
83 b(8)7 b FF(i)113 834 y FI(8.)42 b FG(Next)14 b(w)o(e)h(rewrite)g(the)f
(four)g(steps)h(of)e(the)i(informal)c(algorithm)g(in)i(a)h(more)f(tec)o
(hnical)h(w)o(a)o(y)m(.)196 896 y FF(h)7 b FG(test)15 b(non-randomness)f(of)f
(a)h(data)f(matrix)f(for)i(a)f(con)o(tingency)i(table)83 b(8)7
b FF(i)22 b(\021)196 962 y(h)7 b FG(construct)16 b(the)e(con)o(tingency)h
(table)f(from)e(the)i(input)g(data)f(matrix)82 b(28)7 b FF(i)196
1023 y(h)g FG(compute)14 b(the)g(statistic)h FH(T)83 b FG(32)7
b FF(i)196 1085 y(h)g FG(\014nd)14 b(an)g(appro)o(ximate)e(distribution)h(of)
h FH(T)83 b FG(34)7 b FF(i)196 1147 y(h)g FG(sho)o(w)14 b(the)h(result)84
b(41)7 b FF(i)196 1222 y Fx(This)12 b(co)q(de)e(is)i(used)e(in)i(section)d
(7.)113 1334 y FI(9.)42 b FG(What)13 b(has)i(to)e(b)q(e)i(done.)113
1395 y(The)h(announcemen)o(ts)g(of)e(the)i(top)g(lev)o(el)f(descriptions)h
(has)f(to)h(b)q(e)g(replaced)g(b)o(y)f(elab)q(orated)h(ideas)f(that)h(are)113
1445 y(more)d(detailed)h(and)g(at)g(the)g(end)g(can)h(directly)f(b)q(e)g
(translated)h(in)o(to)e(pure)h FD(APL)p FG(2-co)q(de.)113 1557
y FI(10.)42 b FG(The)14 b(function)g FH(con)o(tab)p FG(.)113
1618 y(Before)i(discussing)e(further)h(re\014nemen)o(ts)g(w)o(e)g(w)o(an)o(t)
e(to)i(concen)o(trate)h(on)d(a)h(sp)q(ecial)h(problem)e(that)h(has)g(to)g(b)q
(e)113 1668 y(solv)o(ed)g(in)g(an)o(y)f(case:)19 b(Ho)o(w)14
b(can)g(w)o(e)g(get)g(the)g(con)o(tingency)h(table)f(from)e(the)i(data)g
(matrix?)113 1730 y(Asking)h(Berni)h(he)g(replied:)21 b("This)15
b(problem)f(has)h(b)q(een)i(solv)o(ed)e(b)o(y)g(the)g(function)g
FH(con)o(tab)p FG(.)24 b(Just)16 b(a)f(momen)o(t)113 1779 y(please!)k(Here)c
(w)o(e)f(are!")217 1883 y FH(Oo\012a)g(con)o(tab)h(o;Oy)q(;Ox;x;y)q(;o)o(x;o)
o(y;o0)o(x;o0y;O0x;O0y;oO;)o(o)q(o;OO;Oo\334)o(o)217 1932 y(Oy)q(\012\217y)q
(\012o[;2])e(\233)g(y)q(\012y)q([Oy)q(])g(\233)h(Ox\012\217x\012o[Oy)q(;1])f
(\233)g(x\012x[Ox])217 1982 y(o)o
(x\012\(o0x\0121,\(1\010x\)\242\3351\010x\)\346x)g(\233)g(o)o(y)q(\012\(o0y)q
(\0121,\(1\010y)q(\)\242\3351\010y)q(\)\346y)217 2032 y(O0x\012+\350o0x)h
(\233)g(O0y)q(\012\(+\350o0y)q(\)[Ox])f(\233)h(Oo\012\(\(\006o)o(x\),\006o)o
(y)q(\)\0110)217 2082 y(oO\012O0y)q(+\(O0x\0141\)\0151\010\006Oo)h(\233)e(o)q
(o\012oO\004oO)h(\233)f(OO\012\(\(1\010o)q(o\),1+\006o)q(o\)\014o)q(o)217
2132 y(Oo\334o\012,Oo)g(\233)h(Oo\334o[oO]\012OO)f(\233)h
(Oo\012\(\006Oo\)\006Oo\334o)f(\233)h(\013\(0=\222NC)f(\336a\336\)\3460)217
2181 y(Oo\012Oo)h(o)o(x)g(o)o(y)g(\(+\346Oo\))g(\(+\347Oo\))h(\(+\346,Oo\))
113 2285 y FG("No,)h(no,)g(that's)g(not)g(an)f(answ)o(er|it)h(seems)h(to)e(b)
q(e)i(a)f(complicated)e FD(APL)p FG(2-o-o)q(o-oO-Oo-OO-O-puzzle!)25
b(I)113 2334 y(am)13 b(sure)i(y)o(ou)e(didn't)g(dev)o(elop)h(it)g(in)f(this)h
(w)o(a)o(y)m(.)j(Please)d(send)h(us)g(an)e(understandable)i(solution!")113
2396 y("Ok)n(a)o(y)m(,)d(y)o(ou)i(are)g(righ)o(t.)k(I)c(will)e(mail)f(y)o(ou)
j(the)g(original)e Fy(WEB)p FG(-pap)q(er.")113 2458 y(The)j
Fy(WEB)p FG(-pap)q(er)f(of)f FH(con)o(tab)i FG(is)e(reprin)o(ted)i(as)f(the)h
(second)g(ma)r(jor)d(section)j(of)e(this)h(pap)q(er.)p eop
%%Page: 5 6
5 5 bop 113 183 a FD(P)o(art)14 b(2:)g(The)g FH(con)o(tab)p
FD(-function)1242 b FG(5)113 366 y FI(11.)48 b(The)16 b FH(con)o(tab)p
FI(-function.)113 478 y(12.)p 216 436 648 2 v 216 498 2 62
v 56 w FG(Computational)11 b(Statistics)j(Problem)p 862 498
V 216 500 648 2 v 113 604 a(A)g(function)f(is)g(to)g(b)q(e)h(written)g(whic)o
(h)f(computes)g(the)h(con)o(tingency)g(table)f(from)e(a)i(t)o(w)o(o)g(column)
f(data)h(matrix)113 653 y(of)h(discrete)h(random)e(v)n(ariables)g(organized)h
(as)g(column)e(v)o(ectors.)113 770 y FI(13.)p 216 729 790 2
v 216 791 2 62 v 56 w FG(Data)h(Structures)j(of)e(Argumen)o(ts)f(and)h
(Result)p 1003 791 V 216 793 790 2 v 113 896 a(The)19 b(name)e(of)g(this)i
(dy)o(adic)e(function)h(is)g FH(con)o(tab)h FG(and)f(it)g(tak)o(es)g(as)g
(its)h(righ)o(t)e(argumen)o(t)g(the)i(t)o(w)o(o)f(column)113
946 y(n)o(umeric)c(matrix)f FH(m)p FG(.)20 b(Then)15 b(the)g(explicit)f
(result)i FH(res)g FG(is)e(a)h(simple)e(matrix)g(whic)o(h)h(con)o(tains)h
(the)g(frequencies)113 996 y(of)i(all)f FE(xy)q FG(-com)o(binations.)27
b(The)18 b FE(x)p FG(-)f(and)g FE(y)q FG(-v)n(alues)h(should)f(b)q(e)h
(sorted)h(in)d(ascending)i(order)g(o)o(v)o(er)g(the)g(ro)o(ws)113
1046 y(and)d(columns)e(of)g FH(res)j FG(resp)q(ectiv)o(ely)m(.)k(If)14
b(a)g(left)h(argumen)o(t)e(is)h(giv)o(en)g FH(con)o(tab)h FG(should)f(add)h
(the)g(margins)d(to)i(the)113 1096 y(table.)19 b(Then)14 b(the)h(explicit)e
(result)i(is)f(a)f FC(neste)n(d)j(ve)n(ctor)i FG(consisting)c(of)f(the)i(ra)o
(w)f(con)o(tingency)g(table)g(as)g(in)f(the)113 1145 y(monadic)h(case,)j(the)
f FE(x)p FG(-v)n(alues,)g(the)g FE(y)q FG(-v)n(alues,)g(the)g(sum)f(o)o(v)o
(er)h(the)g(columns,)f(the)h(sum)f(o)o(v)o(er)h(the)g(ro)o(ws,)g(and)113
1195 y(the)f(n)o(um)o(b)q(er)e(of)g(en)o(tries.)113 1307 y
FI(14.)p 216 1265 337 2 v 216 1327 2 62 v 56 w FG(Syn)o(tax)h(of)f
FH(con)o(tab)p 550 1327 V 216 1329 337 2 v 113 1433 a FG(The)i(function)e
(header)i(lo)q(oks)e(lik)o(e)h(this:)196 1494 y FH(\214)h(res\012mar)f(con)o
(tab)h(m)40 b FG(14)196 1631 y Fx(See)11 b(also)g(section)f(16.)196
1695 y Fw(con)o(tab)h Fx(app)q(ears)f(in)h(sections)f(2,)h(10,)g(13,)g(16,)f
(24,)h(28,)g(32,)g(and)g(38.)113 1807 y FI(15.)p 216 1765 179
2 v 216 1819 2 54 v 56 w FG(Solution)p 392 1819 V 216 1821
179 2 v 113 1927 a(Of)j(course,)g(there)h(are)f(sev)o(eral)g(metho)q(ds)f(to)
h(solv)o(e)f(this)h(task)g(but)f(this)h(time)e(let's)i(imagine)d(that)j(our)f
FD(APL)p FG(2-)113 1977 y(function)e(m)o(ust)g(b)q(e)h(as)f(fast)h(as)f(p)q
(ossible.)17 b(So)12 b(it's)e(wise)i(to)f(a)o(v)o(oid)f(the)i(ob)o(vious)f
(double)g(lo)q(op.)17 b(But)12 b(ho)o(w?)k(What)113 2027 y(has)e(to)g(b)q(e)h
(done?)113 2088 y(W)m(ell,)9 b(certainly)g(w)o(e)h(ha)o(v)o(e)f(to)h(compute)
f(the)h(di\013eren)o(t)g FE(x)p FG(-)f(und)h FE(y)q FG(-v)n(alues.)17
b(Then)10 b(w)o(e)g(can)f(construct)i(a)f(protot)o(yp)q(e)113
2138 y(of)15 b(the)g(result.)22 b(F)m(urthermore,)14 b(w)o(e)h(m)o(ust)f
(coun)o(t)h(the)g(n)o(um)o(b)q(er)g(of)f(app)q(earances)i(of)e(eac)o(h)i
FE(xy)q FG(-com)o(bination)c(in)113 2188 y(our)j(data)f(matrix)e(and)j(w)o(e)
f(m)o(ust)g(assign)g(this)g(n)o(um)o(b)q(er)g(at)g(the)h(righ)o(t)f(p)q
(osition)1390 2173 y FB(1)1408 2188 y FG(.)20 b(W)m(e)14 b(m)o(ust)f(not)i
(forget)f(that)113 2238 y(the)h FE(x)p FG(-)e(and)h FE(y)q
FG(-v)n(alues)g(should)g(b)q(e)g(sorted)h(in)f(ascending)g(order,)g(so)g(w)o
(e)g(will)f(ha)o(v)o(e)g(to)h(do)g(some)f FC(gr)n(adeups.)113
2355 y FI(16.)p 216 2313 390 2 v 216 2367 2 54 v 56 w FG(De\014nition)g(of)g
FH(con)o(tab)p 604 2367 V 216 2369 390 2 v 113 2475 a FG(W)m(e)h(are)g(ready)
g(to)g(do)g(the)g(\014rst)h(re\014nemen)o(ts)g(of)e FH(con)o(tab)p
FG(.)196 2537 y FH(\214+)i(res\012mar)f(con)o(tab)h(m)40 b
FG(14)196 2599 y FF(h)7 b FG(Sort)15 b FH(m)d FG(in)i(ascending)g(order!)83
b(17)7 b FF(i)196 2660 y(h)g FG(Remo)o(v)o(e)13 b(duplicated)h(elemen)o(ts)f
(and)h(compute)f(the)i(\\ranks")f(of)f FH(x)h FG(and)g FH(y)q
FG(!)82 b(19)7 b FF(i)196 2722 y(h)g FG(Build)14 b(a)f(protot)o(yp)q(e)i(of)e
(the)i(result!)83 b(21)7 b FF(i)196 2783 y(h)g FG(Coun)o(t)14
b(the)h(n)o(um)o(b)q(er)e(of)g(app)q(earances)j(of)d(eac)o(h)h
FE(xy)q FG(-pair!)83 b(22)7 b FF(i)196 2845 y(h)g FG(Do)14
b(the)g(\014nal)g(assignmen)o(t!)81 b(24)7 b FF(i)p 113 2882
709 2 v 160 2909 a Fv(1)177 2921 y Fx(This)k(is)h(a)f(kno)o(wn)g(problem)e
(called)h(\\scattered)f(assignmen)o(t".)p eop
%%Page: 6 7
6 6 bop 113 183 a FD(P)o(art)14 b(2:)g(The)g FH(con)o(tab)p
FD(-function)1242 b FG(6)196 366 y FF(h)7 b FG(Add)15 b(the)f(margins)e(if)h
(a)h(left)g(argumen)o(t)e(is)i(giv)o(en!)82 b(26)7 b FF(i)113
472 y FI(17.)42 b FG(W)m(e)16 b(will)g(certainly)h(need)h(the)f
FE(x)p FG(-)g(and)g FE(y)q FG(-v)n(alues)g(as)g(v)o(ectors,)i(so)e(instead)g
(of)f(sorting)h(the)h(matrix)d(w)o(e)113 521 y(will)d(carefully)h(sort)h(the)
g(column)d(v)o(ectors)k(of)d FH(m)g FG(without)h(losing)f(the)i(information)d
(ab)q(out)i(the)h(sample)e(pairs.)113 571 y(That)i(means,)f(me)g(m)o(ust)f
(remem)o(b)q(er)h(the)i(p)q(ositions)f(of)f(the)h(elemen)o(ts)g(of)f(the)i
FE(x)p FG(-)e(and)h(the)g FE(y)q FG(-v)o(ectors.)113 633 y(These)k(p)q
(ositions)d(will)g(b)q(e)i(sa)o(v)o(ed)f(in)g(the)g(lo)q(cal)f(v)n(ariables)h
FH(orig\334x)f FG(and)h FH(orig\334y)g FG(while)f(the)i FE(x)p
FG(-)f(and)g FE(y)q FG(-v)n(alues)113 683 y(will)d(b)q(e)h(sa)o(v)o(ed)g(in)g
(the)g(lo)q(cal)f(v)n(ariables)g FH(x)h FG(and)g FH(y)q FG(,)f(resp)q(ectiv)o
(ely)m(.)196 744 y FF(h)7 b FG(Sort)15 b FH(m)d FG(in)i(ascending)g(order!)83
b(17)7 b FF(i)23 b(\021)196 810 y FH(orig\334y)q(\012\217y)q(\012m[;2])196
872 y(y)q(\012y)q([orig\334y)q(])196 933 y
(orig\334x\012\217x\012m[orig\334y;1])11 b(\240)j(Do)g(not)g(forget)g(the)h
(pairs!)196 995 y(x\012x[orig\334x])196 1070 y Fx(This)d(co)q(de)e(is)i(used)
e(in)i(section)d(16.)113 1176 y FI(18.)60 b FF(h)7 b FG(Lo)q(cal)14
b(V)m(ariables)f(of)g FH(con)o(tab)p FG(\(14\))84 b(18)7 b
FF(i)23 b(\021)196 1242 y FH(orig\334x,orig\334y)m(,x,y)196
1317 y Fx(See)11 b(also)g(sections)f(20,)g(23,)h(and)g(25.)113
1423 y FI(19.)42 b FG(No)o(w)12 b(w)o(e)h(are)f(ready)h(to)f(coun)o(t)h(the)g
(n)o(um)o(b)q(er)f(of)g(di\013eren)o(t)h FE(x)p FG(-)f(and)g
FE(y)q FG(-v)n(alues)h(and)f(their)h(\\ranks".)k(Ranks)113
1472 y(in)12 b(this)g(sense)i(are)f(somewhat)e(di\013eren)o(t)j(from)c(the)j
(usual)f(de\014nition)g(in)f(statistics.)19 b(F)m(or)12 b(example,)e(the)j(v)
o(ector)113 1522 y FH(4)h(5.2)f(5.2)g(7)h(7)f(8)h FG(has)g(in)f(our)h(sense)i
(the)e(ranks)g FH(1)g(2)g(2)f(3)h(3)g(4)f FG(while)h(the)g(statistics)h
(de\014nition)e(of)h(ranks)g(w)o(ould)113 1572 y(giv)o(e)g
FH(1)f(2.5)g(2.5)g(4.5)g(4.5)g(6)p FG(.)113 1634 y(W)m(e)h(will)f(start)i
(with)f(the)h(remo)o(ving)d(of)i(duplicated)g(elemen)o(ts)h(in)e
FH(x)i FG(and)f FH(y)q FG(.)19 b(Since)c(the)g(v)o(ectors)g
FH(x)f FG(and)h FH(y)g FG(are)113 1683 y(already)e(sorted,)g(w)o(e)g(could)g
(use)g(the)h(idiom)c FH(\(v)q(\2421\203v)q(\)\346v)i FG(if)g(they)i(are)f
(not)g(all)e(equal)h(but)h(for)g(e\016ciency)g(reason)113 1733
y(w)o(e)h(prefer)h(to)f(do)g(the)g(compression)g(\\man)o(ually")c(through)k
FH(\(1,\(1\010v)q(\)\242\3351\010v)q(\)\346v)q FG(.)113 1795
y(The)i(computation)d(of)h(the)i(ranks)f(is)g(a)g(simple)e(task:)20
b FH(+\350v)q(\2421\203v)c FG(will)d(do)i(the)g(job.)21 b(Therefore,)16
b(w)o(e)f(will)f(sa)o(v)o(e)113 1845 y(the)i FC(note)n(qual)g(one)g(r)n
(otate)h FG(part)e(of)g(our)f FC(r)n(emove)i(duplic)n(ate)n(d)g(statement)i
FG(in)d(the)g(lo)q(cal)f(v)n(ariables)g FH(neq\334x)h FG(and)113
1895 y FH(neq\334y)q FG(.)113 1956 y(W)m(e)e(sa)o(v)o(e)h(the)g(elemen)o(ts)f
(of)g FH(x)g FG(and)g FH(y)h FG(in)f FH(elem\334x)f FG(and)i
FH(elem\334y)q FG(,)d(the)j(ranks)g(of)f FH(x)g FG(and)g FH(y)h
FG(are)g(sa)o(v)o(ed)f(in)g FH(rank\334x)113 2006 y FG(and)h
FH(rank\334y)q FG(.)196 2068 y FF(h)7 b FG(Remo)o(v)o(e)13
b(duplicated)h(elemen)o(ts)f(and)h(compute)f(the)i(\\ranks")f(of)f
FH(x)h FG(and)g FH(y)q FG(!)82 b(19)7 b FF(i)23 b(\021)196
2133 y FH(elem\334x\012\(neq\334x\0121,\(1\010x\)\242\3351\010x\)\346x)196
2195 y(elem\334y)q(\012\(neq\334y)q(\0121,\(1\010y)q(\)\242\3351\010y)q
(\)\346y)196 2257 y(rank\334x\012+\350neq\334x)196 2318 y(rank\334y)q
(\012\(+\350neq\334y)q(\)[orig\334x])15 b(\240)f(Do)g(not)g(forget)g(the)g
(pairs!)196 2394 y Fx(This)e(co)q(de)e(is)i(used)e(in)i(section)d(16.)113
2499 y FI(20.)60 b FF(h)7 b FG(Lo)q(cal)14 b(V)m(ariables)f(of)g
FH(con)o(tab)p FG(\(14\))84 b(18)7 b FF(i)k FG(+)h FF(\021)196
2565 y FH(elem\334x,elem\334y)m(,rank\334x,rank\334y)m(,neq\334x,neq\334y)113
2670 y FI(21.)42 b FG(W)m(e)14 b(kno)o(w)f(ho)o(w)h(man)o(y)e(columns)h(and)h
(ro)o(ws)h(our)f(result)h(m)o(ust)e(ha)o(v)o(e:)18 b FH
(\(\006elem\334x\),\006elem\334y)q FG(.)f(W)m(e)d(build)113
2720 y(a)g(matrix)e(with)i(that)f(shap)q(e)i(and)f(\014ll)f(it)g(up)h(with)g
(zeros.)196 2782 y FF(h)7 b FG(Build)14 b(a)f(protot)o(yp)q(e)i(of)e(the)i
(result!)83 b(21)7 b FF(i)23 b(\021)196 2848 y FH
(res\012\(\(\006elem\334x\),\006elem\334y)q(\)\0110)196 2923
y Fx(This)12 b(co)q(de)e(is)i(used)e(in)i(section)d(16.)p eop
%%Page: 7 8
7 7 bop 113 183 a FD(P)o(art)14 b(2:)g(The)g FH(con)o(tab)p
FD(-function)1242 b FG(7)113 366 y FI(22.)42 b FG(No)o(w)12
b(for)h(the)g(tric)o(ky)g(part.)18 b(This)13 b(is)f(the)i FC(sc)n(atter)n(e)n
(d)f(assignment.)19 b FG(It)12 b(is)h(needed)h(so)f(frequen)o(tly)g(that)g
(the)113 416 y(idea)h(b)q(ehind)g(it)g(is)f(w)o(orth)h FC(taking)h(a)h
(closer)e(lo)n(ok.)113 478 y FG(W)m(e)i(will)f(use)h(a)g FC(de)n(c)n(o)n(de)p
FG(-idea)g(to)g(transform)f(matrix)f(indices)j(in)o(to)e(a)h(v)o(ector.)25
b(Then)17 b(w)o(e)f(are)g(able)g(to)g(assign)113 527 y(v)n(alues)e(to)g(a)f
(ra)o(v)o(elled)h(matrix)e(through)i FC(indexe)n(d)h(assignment)j
FG(without)c(lo)q(op)f(constructions.)19 b(F)m(or)14 b(example,)113
577 y(if)g(w)o(e)g(w)o(an)o(t)g(to)g(assign)g(the)h(elemen)o(ts)f(of)g
FH(5)33 b(6)h(7)14 b FG(to)g(the)h(matrix)d FH(M\0122)33 b(4\0110)14
b FG(at)g(the)h(index)f(p)q(ositions)g FH([1;1])p FG(,)113
627 y FH([1;3])p FG(,)e(and)i FH([2;2])f FG(w)o(e)h(w)o(ould)f(b)q(e)h
(tempted)g(to)g(write)217 722 y FH(\(,M\)[1+2)f(4\260\3351+1)h(1)f(2,[.1]1)f
(3)i(2]\0125)f(6)g(7)p FG(.)113 817 y(Unfortunately)m(,)i(this)h(giv)o(es)f
(a)h FH(SYNT)m(AX)115 b(ERR)o(OR)p FG(.)16 b(Therefore,)h(w)o(e)f(m)o(ust)e
(do)i(something)e(similar)f(to)113 867 y FH(Shap)q
(e\012\006M\233M\012,M\233M[1+2)g(4\260\3351+1)g(1)h(2,[.1]1)e(3)h(2]\0125)g
(6)h(7\233M\012Shap)q(e\006M)p FG(.)113 928 y(But)19 b(since)f(the)g(left)g
(argumen)o(t)e(of)h FH(\260)h FG(is)f(the)i(shap)q(e)f(of)f
FH(res)i FG(|)e(a)g(t)o(w)o(o)g(elemen)o(t)h(v)o(ector)g(|)f(w)o(e)h(can)g
(do)f(the)113 978 y(\\deco)q(ding")c(whic)o(h)g(is)g(in)g(this)g(case)h(one)f
(v)o(ector)h(m)o(ultiplication)c(and)j(one)g(v)o(ector)h(addition)e(more)g
(e\016cien)o(tly)113 1028 y(\\b)o(y)i(hand":)113 1089 y(In)g(place)g(of)g
FH(1+\(\006res\)\260\3351+rank\334x,[.1]rank\334y)i FG(w)o(e)e(shorter)h
(write)f FH(rank\334y)q(+\(rank\334x\0141\)\0151\010\006res)p
FG(.)113 1151 y(F)m(unn)o(y)m(,)f(\014rst)i(w)o(e)f(found)f(a)h(w)o
(ounderful)f FC(de)n(c)n(o)n(de)18 b FG(tric)o(k,)13 b(then)i(w)o(e)f
(refused)h(to)f(use)h FH(\260)p FG(.)113 1213 y(W)m(e)f(store)h(the)f(v)o
(ector)h(of)e(index)h(p)q(ositions)g(in)f(the)h(lo)q(cal)f(v)n(ariable)g
FH(idx)p FG(.)113 1274 y(W)m(e)i(notice)g(that)g FH(idx)g FG(is)g(sorted)h
(in)e(ascending)i(order)f(b)q(ecause)i(w)o(e)e(used)h(the)f(shap)q(e)h(of)e
FH(res)i FG(as)f(the)h(\(virtual\))113 1324 y(left)e(argumen)o(t)f(of)g(our)h
(\(virtual\))f(deco)q(de)j(statemen)o(t.)113 1386 y(No)o(w)d(w)o(e)f(ha)o(v)o
(e)h(to)f(coun)o(t)h(ho)o(w)f(often)g(eac)o(h)h(elemen)o(t)f(of)g
FH(idx)h FG(app)q(ears)g(in)f FH(idx)p FG(.)18 b(Therefore,)13
b(w)o(e)g(\014rst)g(use)g FC(dyadic)113 1436 y(iota)18 b FG(to)d(\014nd)g
FH(idx)g FG(in)g(itself.)20 b(These)c(p)q(ositions)f(are)g(stored)h(in)f
FH(found)p FG(.)21 b(Then)15 b(w)o(e)h(easily)e(\014nd)h(the)g(n)o(um)o(b)q
(er)g(of)113 1485 y(o)q(ccurrences)h(of)11 b(eac)o(h)i(elemen)o(t)e(in)h
FH(found)g FG(b)o(y)g(subtracting)g FH(found)h FG(from)d FH
(\(1\010found\),1+\006found)i FG(and)g(store)h(this)113 1535
y(result)i(in)e FH(o)q(cc\334n)o(um)p FG(.)196 1597 y FF(h)7
b FG(Coun)o(t)14 b(the)h(n)o(um)o(b)q(er)e(of)g(app)q(earances)j(of)d(eac)o
(h)h FE(xy)q FG(-pair!)83 b(22)7 b FF(i)22 b(\021)196 1663
y FH(idx\012rank\334y)q(+\(rank\334x\0141\)\0151\010\006res)196
1724 y(found\012idx\004idx)196 1786 y(o)q(cc\334n)o
(um\012\(\(1\010found\),1+\006found\)\014found)196 1861 y Fx(This)12
b(co)q(de)e(is)i(used)e(in)i(section)d(16.)113 1973 y FI(23.)60
b FF(h)7 b FG(Lo)q(cal)14 b(V)m(ariables)f(of)g FH(con)o(tab)p
FG(\(14\))84 b(18)7 b FF(i)k FG(+)h FF(\021)196 2039 y FH(idx,found,o)q
(cc\334n)o(um)113 2150 y FI(24.)42 b FG(W)m(e)11 b(can)h(create)h(a)f(v)o
(ector)g FH(res\334v)i FG(b)o(y)d FC(r)n(avel)r(ling)k FH(res)e
FG(and)e(assign)h(the)g(n)o(um)o(b)q(er)f(of)g(o)q(ccurrences)k
FH(o)q(cc\334n)o(um)113 2200 y FG(at)g(the)g(index)f(p)q(ositions)g(giv)o(en)
g(b)o(y)g FH(idx)p FG(.)19 b(A)o(t)c(last)f(w)o(e)h(only)e(ha)o(v)o(e)h(to)h
FC(r)n(eshap)n(e)i FH(res)p FG(,)e(divide)f(b)o(y)g(the)h(n)o(um)o(b)q(er)f
(of)113 2250 y(pairs,)g(and)f FH(con)o(tab)i FG(is)f(complete.)196
2311 y FF(h)7 b FG(Do)14 b(the)g(\014nal)g(assignmen)o(t!)81
b(24)7 b FF(i)23 b(\021)196 2377 y FH(res\334v)q(\012,res)196
2439 y(res\334v)q([idx]\012o)q(cc\334n)o(um)196 2500 y
(res\012\(\006res\)\006re)q(s\334v)196 2576 y Fx(This)12 b(co)q(de)e(is)i
(used)e(in)i(section)d(16.)113 2687 y FI(25.)60 b FF(h)7 b
FG(Lo)q(cal)14 b(V)m(ariables)f(of)g FH(con)o(tab)p FG(\(14\))84
b(18)7 b FF(i)k FG(+)h FF(\021)196 2753 y FH(res\334v)113 2864
y FI(26.)42 b FG(In)13 b(some)g(applications)g(one)g(needs)i(the)f(margins)e
(of)h(the)h(table.)k(If)13 b(there)i(is)f(a)f(left)g(argumen)o(t)g(w)o(e)g(w)
o(an)o(t)113 2914 y(to)h(b)q(e)h(giv)o(en)e(the)i(margins.)p
eop
%%Page: 8 9
8 8 bop 113 183 a FD(P)o(art)14 b(2:)g(The)g FH(con)o(tab)p
FD(-function)1242 b FG(8)196 366 y FF(h)7 b FG(Add)15 b(the)f(margins)e(if)h
(a)h(left)g(argumen)o(t)e(is)i(giv)o(en!)82 b(26)7 b FF(i)23
b(\021)196 432 y FH(\013\(0=\222NC)14 b Fu(\336mar\336)p FH(\)\3460)196
494 y(res\012res)i(elem\334x)d(elem\334y)q(\(+\346res\)\(+\347res\)\(+)q
(\346,res\))196 569 y Fx(This)f(co)q(de)e(is)i(used)e(in)i(section)d(16.)p
eop
%%Page: 9 10
9 9 bop 113 183 a FD(P)o(art)14 b(3:)g(F)m(rom)e(announcemen)o(ts)i(to)f(co)q
(de)1078 b FG(9)113 366 y FI(27.)48 b(F)l(rom)15 b(announcemen)o(ts)e(to)i
(co)q(de.)113 428 y FG(No)o(w)f(it)f(is)h(necessary)i(to)e(elab)q(orate)g
(the)g(announcemen)o(ts)g(stated)h(ab)q(o)o(v)o(e.)113 539
y FI(28.)42 b FG(Construction)14 b(of)g(the)g(con)o(tingency)g(table.)113
601 y(This)k(isn't)f(an)o(y)g(problem)f(no)o(w.)28 b(The)18
b(names)e(of)h(the)h(v)n(ariables)f(are)h(c)o(hosen)g(as)f(usual.)29
b FE(n)1613 607 y FA(ij)1642 601 y FG(,)18 b FE(n)1697 607
y FA(:j)1724 601 y FG(,)g FE(n)1779 607 y FA(k)1799 601 y FG(,)g
FE(T)1853 607 y FA(k)1874 601 y FG(,)113 651 y(etc.)d(are)f(translated)g(to)g
(v)n(ariables)f FH(n\334ij)p FG(,)g FH(n\334\334j)p FG(,)g
FH(n\334k)p FG(,)h FH(T\334k)p FG(,)f(etc.)196 712 y FF(h)7
b FG(construct)16 b(the)e(con)o(tingency)h(table)f(from)e(the)i(input)g(data)
f(matrix)82 b(28)7 b FF(i)22 b(\021)196 778 y FH(\(n\334ij)14
b(mar\334left)f(mar\334top)g(n\334i\334)g(n\334\334j)h(n\)\012)p
Fu(\336with)21 b(margins\336)p FH(con)o(tab)13 b(dm)196 840
y(p\334ij\012n\334ij\016n)196 915 y Fx(This)f(co)q(de)e(is)i(used)e(in)i
(section)d(8.)113 1027 y FI(29.)42 b FG(Global)12 b(v)n(ariables)h(could)h
(in)o(terfer)h(with)e(other)i(things)f(in)f(the)i(w)o(orkspace,)f(so)g(w)o(e)
g(de\014ne)h(all)e(v)n(ariables)113 1076 y(used)i(as)f(lo)q(cal.)196
1138 y FF(h)7 b FG(Lo)q(cal)14 b(V)m(ariables)f(of)g FH(dm\334random\334test)
p FG(\(5\))83 b(29)7 b FF(i)22 b(\021)196 1204 y FH
(n\334ij;mar\334left;mar\334top;n\334i\334)o(;n\334\334j)o(;n;p\334ij)196
1279 y Fx(See)11 b(also)g(sections)f(31,)g(33,)h(36,)g(and)g(39.)113
1391 y FI(30.)42 b FG(The)15 b(left)f(argumen)o(ts)g(are)h(split)g(to)f(mak)o
(e)f(them)h(more)g(handy)m(.)19 b(Default)14 b(v)n(alues)h(for)f(the)h
(optional)e(left)113 1441 y(argumen)o(t)g(are)h(de\014ned)h(as)f(describ)q
(ed)i(ab)q(o)o(v)o(e.)196 1502 y FF(h)7 b FG(set)15 b(default)f(v)n(alues,)f
(initialize)f FH(dm\334random\334test)83 b FG(30)7 b FF(i)22
b(\021)196 1568 y FH(\0130\015\0042\242\006\006dm)13 b(\233)h
(n\012\355\006\006dm)196 1630 y(\251\(2\242\222NC)g Fu
(\336nbatches\334nruns\336)p FH(\)\346)p Fu(\336n)o(batch)o(es\334nr)o
(uns\012\()o(\254n\210.5)o(\),10)o(0\336)196 1691 y FH(n)o(batc)o
(hes\334nruns)q(\0122\011n)o(batches)q(\334nruns)q(,100)196
1753 y(nk\012\254n\016n\334batc)o(hes\012n)o(batc)o(hes)q(\334nrun)q(s[1])196
1815 y(n\334runs\012n)o(batc)o(hes)q(\334nrun)q(s[2])196 1890
y Fx(This)e(co)q(de)e(is)i(used)e(in)i(section)d(7.)113 2001
y FI(31.)196 2063 y FF(h)e FG(Lo)q(cal)14 b(V)m(ariables)f(of)g
FH(dm\334random\334test)p FG(\(5\))83 b(29)7 b FF(i)k FG(+)h
FF(\021)196 2129 y FH(n\334batc)o(hes;n\334runs;nk)113 2240
y FI(32.)42 b FG(Ha)o(ving)9 b(initialized)g(the)i(lo)q(op)e(o)o(v)o(er)h
(the)h(batc)o(hes)h(the)f(computation)d(of)i(the)h(statistic)f
FH(T\334dm)f FG(is)h(straigh)o(t-)113 2290 y(forw)o(ard.)28
b(T)m(ec)o(hnical)16 b(Remark:)23 b(T)m(erms)16 b(of)h(the)h(sum)e(with)g
(denominator)g(that)h(is)g(equal)g(to)g(0)g(ha)o(v)o(e)f(to)h(b)q(e)113
2340 y(deleted)e(b)q(ecause)h(of)d FH(1=0\0160)p FG(.)j FH(p)q(os)e
FG(sa)o(v)o(es)h(the)f(p)q(osition)f(of)h(the)g(elemen)o(t)f(of)h
FH(dm)f FG(treated)i(at)f(last.)196 2402 y FF(h)7 b FG(compute)14
b(the)g(statistic)h FH(T)83 b FG(32)7 b FF(i)22 b(\021)196
2467 y FH(T\334dm\012p)q(os\0120)176 2529 y(lo)q(op)q(dm:)196
2591 y(\(nk\334ij)14 b(mark\334left)f(mark\334top)g(nk\334i\334)h
(nk\334\334j)f(nk\)\012)p Fu(\336with)22 b(margin\336)p FH(con)o(tab)13
b(dm[p)q(os+\004nk;])196 2652 y(exp)q(ected\012nk)q
(\015p\334ij[mar\334left\004mark\334left;mar\334top\004mark\334top])196
2714 y(Tk\012+\346\(0\242,exp)q(ected\)\346Tk\012,\(Tk\015Tk\012n)q
(k\334ij\014exp)q(e)q(cte)q(d\)\016exp)q(e)q(cte)q(d)196 2775
y(T\334dm\012T\334dm+Tk)196 2837 y(\013lo)q(op)q(dm\015\004n\246nk+p)q
(os\012p)q(os+nk)196 2913 y Fx(This)f(co)q(de)e(is)i(used)e(in)i(section)d
(8.)p eop
%%Page: 10 11
10 10 bop 113 183 a FD(P)o(art)14 b(3:)g(F)m(rom)e(announcemen)o(ts)i(to)f
(co)q(de)1058 b FG(10)113 366 y FI(33.)196 428 y FF(h)7 b FG(Lo)q(cal)14
b(V)m(ariables)f(of)g FH(dm\334random\334test)p FG(\(5\))83
b(29)7 b FF(i)k FG(+)h FF(\021)196 494 y FH(p)q
(os;T\334dm;nk\334ij;mark\334left;m)o(ark\334top;nk\334i\334)o(;nk\334\334j;)
o(nk;exp)q(ected;Tk)113 605 y FI(34.)42 b FG(The)12 b(sim)o(ulation)d(runs)k
(iterativ)o(ely)m(.)k(This)11 b(is)h(p)q(erformed)g(b)o(y)g(a)f(simple)g(lo)q
(op)g(construction.)18 b(Within)11 b(the)113 655 y(lo)q(op)j(a)f(new)i(p)q
(erm)o(utation)d(of)i(the)g(data)g(matrix)e(is)i(found)f(for)h(whic)o(h)f
(the)i(statistic)f FH(T\334run)h FG(is)e(computed)h(as)113
705 y(sho)o(wn)f(ab)q(o)o(v)o(e.)18 b(It)13 b(is)g(p)q(ossible)g(to)f(sa)o(v)
o(e)h(some)f(lines)h(of)g(co)q(de)g(but)g(for)g(clarities)g(sak)o(e)g(w)o(e)g
(sp)q(end)h(an)f(additional)113 754 y(section)i(for)f(the)g(computation)e(of)
h FH(T\334run)p FG(.)196 816 y FF(h)7 b FG(\014nd)14 b(an)g(appro)o(ximate)e
(distribution)h(of)h FH(T)83 b FG(34)7 b FF(i)22 b(\021)196
882 y(h)7 b FG(initialize)13 b(lo)q(op)g(o)o(v)o(er)h(sim)o(ulation)d(runs)84
b(35)7 b FF(i)176 943 y FH(lo)q(opsim:)196 1005 y FF(h)g FG(\014nd)14
b(a)g(new)g(p)q(erm)o(utation)f(of)g FH(dm)82 b FG(37)7 b FF(i)196
1067 y(h)g FG(calculate,)14 b(sa)o(v)o(e)g(the)g FH(T)p FG(-statistic)h
FH(T\334run)f FG(of)f(the)i(sim)o(ulation)c(run)83 b(38)7 b
FF(i)196 1128 y(h)g FG(sa)o(v)o(e)14 b(result,)h(incremen)o(t)e(the)i
FH(run\334coun)o(t)g FG(and)f(jump)e(bac)o(k)i(to)g FH(lo)q(opsim)81
b FG(40)7 b FF(i)196 1204 y Fx(This)12 b(co)q(de)e(is)i(used)e(in)i(section)d
(8.)113 1315 y FI(35.)42 b FG(The)14 b(v)n(ariable)f FH(T)h
FG(collects)g(the)h(results)g(of)e(the)i(runs.)196 1377 y FF(h)7
b FG(initialize)13 b(lo)q(op)g(o)o(v)o(er)h(sim)o(ulation)d(runs)84
b(35)7 b FF(i)22 b(\021)196 1443 y FH(run\334coun)o(t\0121)196
1504 y(T\012\355)196 1580 y Fx(This)12 b(co)q(de)e(is)i(used)e(in)i(section)d
(34.)113 1691 y FI(36.)196 1753 y FF(h)e FG(Lo)q(cal)14 b(V)m(ariables)f(of)g
FH(dm\334random\334test)p FG(\(5\))83 b(29)7 b FF(i)k FG(+)h
FF(\021)196 1819 y FH(T;run\334coun)o(t)113 1930 y FI(37.)42
b FG(No)14 b(commen)o(t.)196 1992 y FF(h)7 b FG(\014nd)14 b(a)g(new)g(p)q
(erm)o(utation)f(of)g FH(dm)82 b FG(37)7 b FF(i)23 b(\021)196
2058 y FH(dm\012dm[n?n;])196 2133 y Fx(This)12 b(co)q(de)e(is)i(used)e(in)i
(section)d(34.)113 2244 y FI(38.)42 b FG(This)18 b(co)q(de)h(is)f(almost)e(a)
i(cop)o(y)g(of)g(the)h(one)f(describ)q(ed)i(in)e(the)g(section)h(ab)q(out)f
(the)h(computation)e(of)113 2294 y FH(T\334dm)p FG(.)196 2356
y FF(h)7 b FG(calculate,)14 b(sa)o(v)o(e)g(the)g FH(T)p FG(-statistic)h
FH(T\334run)f FG(of)f(the)i(sim)o(ulation)c(run)83 b(38)7 b
FF(i)23 b(\021)196 2422 y FH(T\334run\012p)q(os\0120)176 2483
y(lo)q(opinner:)196 2545 y(\(nk\334ij)14 b(mark\334left)f(mark\334top)g
(nk\334i\334)h(nk\334\334j)f(nk\)\012)p Fu(\336with)22 b(margin\336)p
FH(con)o(tab)13 b(dm[p)q(os+\004nk;])196 2607 y(exp)q(ected\012nk)q
(\015p\334ij[mar\334left\004mark\334left;mar\334top\004mark\334top])196
2668 y(Tk\012+\346\(0\242,exp)q(ected\)\346Tk\012,\(Tk\015Tk\012n)q
(k\334ij\014exp)q(e)q(cte)q(d\)\016exp)q(e)q(cte)q(d)196 2730
y(T\334run\012T\334run+Tk)196 2791 y(\013lo)q(opinner\015\004n\246nk+p)q
(os\012p)r(os+n)q(k)196 2867 y Fx(This)f(co)q(de)e(is)i(used)e(in)i(section)d
(34.)p eop
%%Page: 11 12
11 11 bop 113 183 a FD(P)o(art)14 b(3:)g(F)m(rom)e(announcemen)o(ts)i(to)f
(co)q(de)1058 b FG(11)113 366 y FI(39.)196 428 y FF(h)7 b FG(Lo)q(cal)14
b(V)m(ariables)f(of)g FH(dm\334random\334test)p FG(\(5\))83
b(29)7 b FF(i)k FG(+)h FF(\021)196 494 y FH(T\334run;Tk)113
605 y FI(40.)42 b FG(The)14 b(calculated)g(T-v)n(alues)g(will)e(b)q(e)j
(collected)f(in)g(the)g(v)n(ariable)f FH(T)p FG(.)196 667 y
FF(h)7 b FG(sa)o(v)o(e)14 b(result,)h(incremen)o(t)e(the)i
FH(run\334coun)o(t)g FG(and)f(jump)e(bac)o(k)i(to)g FH(lo)q(opsim)81
b FG(40)7 b FF(i)23 b(\021)196 732 y FH(T\012T,T\334run)196
794 y(\013lo)q(opsim\015\004n\334runs\246run\334coun)o(t\012run\334coun)o(t+)
q(1)196 870 y Fx(This)12 b(co)q(de)e(is)i(used)e(in)i(section)d(34.)113
981 y FI(41.)42 b FG(No)o(w)13 b(w)o(e)g(can)h(summarize)d(our)i(\014ndings.)
18 b(T)m(o)12 b(do)h(this)g(w)o(e)h(will)e(construct)i(a)f(nice)h(plot.)j
(The)d(empirical)113 1031 y(distribution)d(function)f(of)h(the)g
FH(T)p FG(-v)n(alues)g(will)e(b)q(e)j(sho)o(wn)f(with)f(additional)g(lines)g
(whic)o(h)h(indicate)g(the)h(p)q(osition)113 1081 y(corresp)q(onding)i(to)e
(the)h(input)f(data)g(matrix.)k(F)m(or)c(the)h(plot)f(some)f(graphics)i
(functions)f(b)q(eginning)g(with)g FH(G\334\210)113 1130 y
FG(and)18 b(it's)g(subroutines)h(m)o(ust)e(b)q(e)i(a)o(v)n(ailable.)28
b(The)19 b(result)g FH(result)g FG(will)e(b)q(e)h(the)h(p-v)n(alue)e(of)h
(the)g(input)g(data)113 1180 y(matrix.)196 1242 y FF(h)7 b
FG(sho)o(w)14 b(the)h(result)84 b(41)7 b FF(i)22 b(\021)196
1308 y FH(result\012\(+\346T\334dm\246T\012T[\217T]\)\016n\334runs)196
1369 y(\0130\015\0043\242\222NC)14 b Fu(\336G\334begin\336)196
1431 y FH(G\334b)q(egin)196 1493 y(13)g(G\334p)q(oin)o(ts)g
(T,[1.1]\(\004n\334runs\)\016n\334runs)196 1554 y(G\334vlines)h(T\334dm)196
1616 y(G\334hlines)g(result)196 1677 y(G\334end)196 1753 y
Fx(This)d(co)q(de)e(is)i(used)e(in)i(section)d(8.)p eop
%%Page: 12 13
12 12 bop 113 183 a FD(P)o(art)14 b(4:)g(Demonstration)1319
b FG(12)113 366 y FI(42.)48 b(Demonstration)o(.)113 428 y FG(W)m(e)18
b(need)g(another)h(small)c(function)j(to)f(test)i(whether)g(the)g(function)e
FH(dm\334random\334test)g FG(really)g(disco)o(v)o(ers)113 478
y(non-randomness.)h(Let)c(us)g(call)g(it:)217 580 y FH
(dm\334random\334test\334DEMO)113 731 y FI(43.)p 216 689 106
2 v 216 743 2 54 v 56 w FG(Idea)p 320 743 V 216 745 106 2 v
113 851 a(This)e(function)g(p)q(erforms)g(an)g(exp)q(erimen)o(t)g(to)g
(demonstrate)g(the)h(sensitivit)o(y)f(of)g(the)g(algorithm)e(according)i(to)
113 901 y(non-random)i(input)h(data.)23 b(F)m(or)15 b(this)g(w)o(e)h(will)e
(mix)f(up)j(random)d(data)i(with)h(non-random)d(data.)22 b(Since)16
b(the)113 951 y(e\013ect)h(of)e(di\013eren)o(t)h(prop)q(ortions)f(of)g
(non-randomness)f(is)h(our)g(main)f(in)o(terest)i(the)g(prop)q(ortions)f
(will)f(b)q(e)h(the)113 1001 y(righ)o(t)f(argumen)o(t)f(of)g(the)h(function.)
k(F)m(or)c(eac)o(h)g(prop)q(ortion)g(a)f(plot)h(will)e(b)q(e)i(constructed.)
113 1117 y FI(44.)p 216 1076 692 2 v 216 1137 2 62 v 56 w FG(Syn)o(tax)g(of)f
FH(dm\334random\334test\334DEMO)p 906 1137 V 216 1139 692 2
v 196 1243 a(\214)i(dm\334random\334test\334DEMO)e(prop\334of\334random)40
b FG(44)196 1380 y Fx(See)11 b(also)g(section)f(46.)196 1443
y Fw(dm\334random)o(\334te)o(st\334D)o(EMO)f Fx(app)q(ears)h(in)h(sections)f
(2,)h(42,)g(46,)g(and)f(56.)113 1554 y FI(45.)p 216 1513 562
2 v 216 1575 2 62 v 56 w FG(Data)j(structures)k(of)c(argumen)o(ts)p
776 1575 V 216 1577 562 2 v 113 1680 a FH(prop\334of\334random)30
b FG(is)g(the)g(v)o(ector)h(of)f(prop)q(ortions)g(of)g(randomness)f(of)h(the)
h(input)f(data)f(used)i(in)113 1730 y FH(dm\334random\334test)14
b FG(calls.)113 1792 y(F)m(urther)h(de\014nitons)f(of)g(the)g(exp)q(erimen)o
(t)g(are)g(\014xed)h(b)o(y)e(adequate)i(lo)q(cal)e(v)n(ariables.)113
1908 y FI(46.)p 216 1867 745 2 v 216 1920 2 54 v 56 w FG(De\014nition)g(of)g
FH(dm\334random\334test\334DEMO)p 959 1920 V 216 1922 745 2
v 196 2029 a(\214+)i(dm\334random\334test\334DEMO)e(prop\334of\334random)41
b FG(44)196 2090 y FF(h)7 b FG(initialize)13 b FH
(dm\334random\334test\334DEMO)82 b FG(47)7 b FF(i)196 2152
y(h)g FG(p)q(erform)14 b(the)g(exp)q(erimen)o(t)g(and)f(sho)o(w)h(the)h
(result)84 b(49)7 b FF(i)113 2263 y FI(47.)42 b FG(As)14 b(default)f(v)n
(alue)g(w)o(e)g(consider)i(3)8 b FF(\002)h FG(3)k(con)o(tingency)h(tables)f
(with)g(100)g(en)o(tries.)19 b(Other)c(realisations)e(of)113
2312 y(the)i(exp)q(erimen)o(t)f(are)g(constructed)i(b)o(y)e(c)o(hanging)f
FH(n)o(um)o(b)q(er\334of\334margin\334cells)f FG(or)i FH(n)o(um)o(b)q
(er\334of\334en)o(tries)p FG(.)113 2374 y FH(dmrd)h FG(is)g(a)f(random)g
(data)g(matrix)f(with)i FH(n)o(um)o(b)q(er\334of\334en)o(tries)g
FG(ro)o(ws)g(whose)h(v)n(alues)e(are)i(tak)o(en)f(from)e FH(\004n)o(um-)113
2424 y(b)q(er\334of\334margin\334cells)p FG(.)113 2486 y FH(p)q(erm)18
b FG(is)f(a)g(p)q(erm)o(utation)f(of)h(the)h(ro)o(w)f(indices.)29
b(It)17 b(is)g(used)i(to)e(c)o(ho)q(ose)h(ro)o(ws)g(that)f(will)f(b)q(e)i
(rearranged)g(to)113 2535 y(realize)d(non-randomness.)196 2597
y FF(h)7 b FG(initialize)13 b FH(dm\334random\334test\334DEMO)82
b FG(47)7 b FF(i)23 b(\021)196 2663 y FH(n)o(um)o(b)q
(er\334of\334margin\334cells\0123)196 2724 y(n)o(um)o(b)q(er\334of\334en)o
(tries\012100)196 2786 y(dmrd\012?\(n)o(um)o(b)q(er\334of\334en)o
(tries,2\)\006n)o(um)o(b)q(er\334of\334margin\334cells)196
2848 y(p)q(erm\012n)o(um)o(b)q(er\334of\334en)o(tries?n)o(um)o(b)q
(er\334of\334en)o(tries)196 2923 y Fx(This)12 b(co)q(de)e(is)i(used)e(in)i
(section)d(46.)p eop
%%Page: 13 14
13 13 bop 113 183 a FD(P)o(art)14 b(4:)g(Demonstration)1319
b FG(13)113 366 y FI(48.)196 428 y FF(h)7 b FG(Lo)q(cal)14
b(V)m(ariables)f(of)g FH(dm\334random\334test\334DEMO)p FG(\(44\))83
b(48)7 b FF(i)22 b(\021)196 494 y FH(prop\334of\334random;n)o(um)o(b)q
(er\334of\334en)o(tries;n)o(um)o(b)q(er\334of\334margin\334cells;dmrd;p)q
(erm)196 569 y Fx(See)11 b(also)g(sections)f(52)h(and)f(54.)113
681 y FI(49.)42 b FG(Using)9 b(a)g(lo)q(op)g(w)o(e)h(will)e(construct)j(a)e
(picture)h(consisting)g(of)e(sev)o(eral)i(plots)g(dra)o(wn)f(b)o(y)g
FH(dm\334random\334test)p FG(.)113 730 y(Some)14 b(functions)h(of)g(the)h
(graphics)f(group)g(will)f(b)q(e)h(needed.)23 b FH(coun)o(ter)17
b FG(is)e(the)h(lo)q(op)e(v)n(ariable)g(coun)o(ting)h(these)113
780 y(plots.)j FH(dm)13 b FG(is)h(a)g(lo)q(cal)f(data)g(matrix.)196
842 y FF(h)7 b FG(p)q(erform)14 b(the)g(exp)q(erimen)o(t)g(and)f(sho)o(w)h
(the)h(result)84 b(49)7 b FF(i)22 b(\021)196 908 y(h)7 b FG(initialize)13
b(graphics)h(device)h(and)e FH(coun)o(ter)85 b FG(51)7 b FF(i)176
969 y FH(lo)q(op:)196 1031 y FF(h)g FG(construct)16 b(data)e(matrix)e
FH(dm)h FG(for)g FH(dm\334random\334test)g FG(call)82 b(53)7
b FF(i)196 1092 y(h)g FG(goto)14 b FH(lo)q(op)f FG(if)g(another)i(plot)e(is)h
(to)f(b)q(e)i(made)82 b(55)7 b FF(i)196 1154 y(h)g FG(close)15
b(graphics)f(device)84 b(50)7 b FF(i)196 1230 y Fx(This)12
b(co)q(de)e(is)i(used)e(in)i(section)d(46.)113 1341 y FI(50.)42
b FG(The)14 b(last)g(top)g(lev)o(el)f(description)i(needs)g(not)f(to)f(b)q(e)
i(commen)o(ted.)196 1403 y FF(h)7 b FG(close)15 b(graphics)f(device)84
b(50)7 b FF(i)22 b(\021)196 1468 y FH(G\334end)196 1544 y Fx(This)12
b(co)q(de)e(is)i(used)e(in)i(section)d(49.)113 1655 y FI(51.)42
b FG(T)m(o)11 b(get)h(a)f(nice)h(output)g(the)g(screen)h(is)f(divided)f(in)o
(to)g(viewp)q(orts.)18 b FH(n\334viewp)q(ort)12 b FG(is)g(a)f(t)o(w)o(o)g
(elemen)o(t)g(v)o(ector)113 1705 y(with)i(the)g(meaning)e FC(maximal)j(numb)n
(er)g(of)f(viewp)n(orts)g(in)h(vertic)n(al)f(dir)n(e)n(ction/maximal)g(numb)n
(er)h(of)g(viewp)n(orts)113 1755 y(in)h(horizontal)g(dir)n(e)n(ction)p
FG(.)196 1817 y FF(h)7 b FG(initialize)13 b(graphics)h(device)h(and)e
FH(coun)o(ter)85 b FG(51)7 b FF(i)22 b(\021)196 1882 y FH(n\334viewp)q
(ort\012\255\(\006prop\334of\334random\)\210.5)196 1944 y(n\334viewp)q
(ort\012n\334viewp)q(ort,\254\(\006prop\334of\334random\)\016n\334viewp)q
(ort)196 2006 y(coun)o(ter\0121)196 2067 y(G\334b)q(egin)196
2143 y Fx(This)12 b(co)q(de)e(is)i(used)e(in)i(section)d(49.)113
2254 y FI(52.)196 2316 y FF(h)e FG(Lo)q(cal)14 b(V)m(ariables)f(of)g
FH(dm\334random\334test\334DEMO)p FG(\(44\))83 b(48)7 b FF(i)k
FG(+)g FF(\021)196 2382 y FH(n\334viewp)q(ort;coun)o(ter)113
2493 y FI(53.)42 b FG(Steps)19 b(to)f(realize)g(non-randomness:)25
b(1.)30 b(Select)19 b(ro)o(ws)f(of)f FH(dmrd)h FG(de\014ned)h(b)o(y)f(the)g
(\014rst)h(elemen)o(ts)f(of)113 2543 y FH(p)q(erm)p FG(.)g(\(The)13
b(selected)i(ro)o(ws)e(are)h(k)o(ept)f(b)o(y)f FH(ro)o(w\334marks)p
FG(.\))18 b(2.)f(Sort)c(these)i(ro)o(ws)e(according)g(to)f(their)i(columns.)
196 2604 y FF(h)7 b FG(construct)16 b(data)e(matrix)e FH(dm)h
FG(for)g FH(dm\334random\334test)g FG(call)82 b(53)7 b FF(i)23
b(\021)196 2670 y FH(dm\012dmrd)196 2732 y(ro)o
(w\334marks\012\(\014\255\346prop\334of\334random[coun)o(ter]\015n)o(um)o(b)q
(er\334of\334en)o(tries\)\010p)q(erm)196 2793 y(ro)o(w\334marks\012ro)o
(w\334marks[\217ro)o(w\334marks])196 2855 y(dmh\012dm[ro)o(w\334marks;])196
2917 y(dmh\012dmh[\217dmh[;2];])p eop
%%Page: 14 15
14 14 bop 113 183 a FD(P)o(art)14 b(4:)g(Demonstration)1319
b FG(14)196 366 y FH(dmh\012dmh[\217dmh[;1];])196 428 y(dm[ro)o
(w\334marks;]\012dmh)196 489 y(n\334viewp)q(ort)15 b(G\334setviewp)q(ort)h
(1+n\334viewp)q(ort\261coun)o(ter\0141)196 551 y(G\334lab)q(el)f
Fu(\336prop\334of\334random)k(\336)p FH
(,\(\252\255\346prop\334of\334random[coun)o(ter]\015100\),)p
Fu(\336\045\336)196 613 y FH(0)14 b(0\006dm\334random\334test)f(dm)196
688 y Fx(This)f(co)q(de)e(is)i(used)e(in)i(section)d(49.)113
800 y FI(54.)196 861 y FF(h)e FG(Lo)q(cal)14 b(V)m(ariables)f(of)g
FH(dm\334random\334test\334DEMO)p FG(\(44\))83 b(48)7 b FF(i)k
FG(+)g FF(\021)196 927 y FH(dmh;ro)o(w\334marks;dm)113 1038
y FI(55.)42 b FG(There)15 b FH(\006prop\334of\334random)e FG(plots)h(to)f(b)q
(e)i(made.)196 1100 y FF(h)7 b FG(goto)14 b FH(lo)q(op)f FG(if)g(another)i
(plot)e(is)h(to)f(b)q(e)i(made)82 b(55)7 b FF(i)22 b(\021)196
1166 y FH(\013lo)q(op\015\004\(\006prop\334of\334random\)\246coun)o
(ter\012coun)o(ter+1)196 1241 y Fx(This)12 b(co)q(de)e(is)i(used)e(in)i
(section)d(49.)p eop
%%Page: 15 16
15 15 bop 113 183 a FD(P)o(art)14 b(5:)g(Samples)1441 b FG(15)113
366 y FI(56.)48 b(Samples.)113 428 y FG(A)14 b(demonstration)f(of)g
FH(dm\334random\334test\334DEMO)h FG(is)f(required.)19 b(Let)c(us)f(activ)n
(ate)g(some)f(statemen)o(ts:)217 523 y FH(\222RL)h(\012)g(928500874)e(\233)h
(dm\334random\334test\334DEMO)h(1)f(0.9)g(0.8)g(0.75)g(0.5)f(0)113
617 y FG(The)j(follo)o(wing)c(picture)k(will)d(app)q(ear:)241
860 y Ft(!\(\)+,-./01)241 1010 y(23456789:;)241 1160 y(<)p
Fs(!\(\)+,-./0)241 1310 y(123456789:)241 1460 y(;<)p Fr(!\(\)+,-./)241
1610 y(0123456789)241 1760 y(:;<)p Fq(!\(\)+,-.)241 1910 y(/012345678)241
2060 y(9:;<)p Fp(!\(\)+,-)241 2074 y(./01234567)p eop
%%Page: 16 17
16 16 bop 113 183 a FD(P)o(art)14 b(5:)g(Samples)1441 b FG(16)217
366 y FH(\222RL)14 b(\012)g(354467441)e(\233)h(dm\334random\334test\334DEMO)h
(1)f(0.9)g(0.8)g(0.75)g(0.5)f(0)113 469 y FG(The)j(follo)o(wing)c(picture)k
(will)d(app)q(ear.)241 712 y Fo(!\(\)+,-./01)241 862 y(23456789:;)241
1012 y(<)p Fn(!\(\)+,-./0)241 1162 y(123456789:)241 1312 y(;<)p
Fm(!\(\)+,-./)241 1462 y(0123456789)241 1612 y(:;<)p Fl(!\(\)+,-.)241
1762 y(/012345678)241 1912 y(9:;<)p Fk(!\(\)+,-)241 1926 y(./01234567)p
eop
%%Page: 17 18
17 17 bop 113 183 a FD(P)o(art)14 b(5:)g(Samples)1441 b FG(17)217
366 y FH(\222RL)14 b(\012)g(1102062042)e(\233)h(dm\334random\334test\334DEMO)
g(1)h(0.9)f(0.8)g(0.75)f(0.5)h(0)113 469 y FG(The)i(follo)o(wing)c(picture)k
(will)d(app)q(ear.)241 712 y Fj(!\(\)+,-./01)241 862 y(23456789:;)241
1012 y(<)p Fi(!\(\)+,-./0)241 1162 y(123456789:)241 1312 y(;<)p
Fh(!\(\)+,-./)241 1462 y(0123456789)241 1612 y(:;<)p Fg(!\(\)+,-.)241
1762 y(/012345678)241 1912 y(9:;<)p Ff(!\(\)+,-)241 1926 y(./01234567)p
eop
%%Page: 18 19
18 18 bop 113 183 a FD(P)o(art)14 b(5:)g(Samples)1441 b FG(18)217
366 y FH(\222RL)14 b(\012)g(1237320656)e(\233)h(dm\334random\334test\334DEMO)
g(1)h(0.9)f(0.8)g(0.75)f(0.5)h(0)113 469 y FG(The)i(follo)o(wing)c(picture)k
(will)d(app)q(ear.)241 712 y Fe(!\(\)+,-./01)241 862 y(23456789:;)241
1012 y(<)p Fd(!\(\)+,-./0)241 1162 y(123456789:)241 1312 y(;<)p
Fc(!\(\)+,-./)241 1462 y(0123456789)241 1612 y(:;<)p Fb(!\(\)+,-.)241
1762 y(/012345678)241 1912 y(9:;<)p Fa(!\(\)+,-)241 1926 y(./01234567)p
eop
%%Page: 19 20
19 19 bop 113 154 a FD(P)o(art)14 b(6:)g(Index)1489 b FG(19)113
366 y FI(57.)48 b(Index.)113 458 y FH(a)42 b FG(10)113 522
y FH(con)o(tab)15 b(\214)42 b FG(2,)13 b(10,)g(13,)g(14)p 495
529 42 2 v(,)g(16,)g FC(16)6 b FG(,)13 b(24,)g(28,)g(32,)213
572 y(38)113 636 y FH(coun)o(ter)43 b FG(49,)13 b(51{53,)f(55)113
700 y FH(dm)41 b FG(5{6,)13 b(28,)g(30,)f(32,)h(37{38,)f(49,)h(53{54)113
765 y FH(dmh)41 b FG(53{54)113 829 y FH(dmrd)h FG(47{48,)12
b(53)113 893 y FH(dm\334random\334test)i(\214)41 b FG(2,)14
b(5)p 560 900 21 2 v -1 w(,)g(7,)f FC(7)6 b FG(,)13 b(42,)g(45,)g(49,)213
943 y(53)113 1007 y FH(dm\334random\334test\334DEMO)h(\214)41
b FG(2,)14 b(42,)e(44)p 783 1014 42 2 v(,)213 1057 y(46,)h
FC(46)6 b FG(,)13 b(56)113 1122 y FH(elem\334x)41 b FG(19{21,)12
b(26)113 1186 y FH(elem\334y)41 b FG(19{21,)12 b(26)113 1250
y FH(ERR)o(OR)43 b FG(22)113 1314 y FH(exp)q(ected)i FG(32{33,)12
b(38)113 1379 y FH(found)42 b FG(22{23)113 1443 y FH(G\334)g
FG(2,)13 b(41)113 1507 y FH(G\334b)q(egin)43 b FG(41,)13 b(51)113
1572 y FH(G\334end)43 b FG(41,)13 b(50)113 1636 y FH(G\334hlines)43
b FG(41)113 1700 y FH(G\334lab)q(el)g FG(53)113 1765 y FH(G\334p)q(oin)o(ts)g
FG(41)113 1829 y FH(G\334setviewp)q(ort)h FG(53)113 1893 y
FH(G\334vlines)f FG(41)113 1958 y FH(idx)f FG(22{24)113 2022
y FH(lo)q(op)g FG(49,)12 b(55)113 2086 y FH(lo)q(op)q(dm)41
b FG(32)113 2151 y FH(lo)q(opinner)i FG(38)113 2215 y FH(lo)q(opsim)e
FG(34,)12 b(40)113 2279 y FH(M)41 b FG(22)113 2344 y FH(m)g
FG(13{14,)12 b(17)113 2408 y FH(mar)41 b FG(14)113 2472 y FH(mark\334left)g
FG(32{33,)12 b(38)113 2537 y FH(mark\334top)41 b FG(32{33,)12
b(38)113 2601 y FH(mar\334left)41 b FG(28{29,)12 b(32,)h(38)113
2665 y FH(mar\334top)41 b FG(28{29,)12 b(32,)h(38)113 2730
y FH(n)42 b FG(6,)13 b(28{30,)f(32,)h(37{38)113 2794 y FH(n)o(batc)o
(hes\334nruns)45 b FG(5{6,)13 b(30)113 2858 y FH(neq\334x)43
b FG(19{20)113 2923 y FH(neq\334y)g FG(19{20)1099 458 y FH(nk)f
FG(30{33,)12 b(38)1099 522 y FH(nk\334ij)41 b FG(32{33,)12
b(38)1099 586 y FH(nk\334i\334)41 b FG(32{33,)12 b(38)1099
650 y FH(nk\334\334j)41 b FG(32{33,)12 b(38)1099 715 y FH(n)o(um)o(b)q
(er\334of\334en)o(tries)42 b FG(47{48,)12 b(53)1099 779 y FH(n)o(um)o(b)q
(er\334of\334margin\334cells)40 b FG(47{48)1099 843 y FH(n\334batc)o(hes)j
FG(30{31)1099 908 y FH(n\334ij)e FG(28{29)1099 972 y FH(n\334i\334)g
FG(28{29)1099 1036 y FH(n\334k)g FG(28)1099 1101 y FH(n\334runs)i
FG(30{31,)12 b(40{41)1099 1165 y FH(n\334viewp)q(ort)42 b FG(51{53)1099
1229 y FH(n\334\334j)f FG(28{29)1099 1294 y FH(o)g FG(10)1099
1358 y FH(o)q(cc\334n)o(um)g FG(22{24)1099 1422 y FH(OO)h FG(10)1099
1487 y FH(Oo)f FG(10)1099 1551 y FH(oO)g FG(10)1099 1615 y
FH(o)q(o)g FG(10)1099 1680 y FH(Oo\334o)g FG(10)1099 1744 y
FH(orig\334x)g FG(17{19)1099 1808 y FH(orig\334y)g FG(17{18)1099
1873 y FH(Ox)h FG(10)1099 1937 y FH(o)o(x)f FG(10)1099 2001
y FH(Oy)h FG(10)1099 2066 y FH(o)o(y)f FG(10)1099 2130 y FH(O0x)h
FG(10)1099 2194 y FH(o0x)f FG(10)1099 2259 y FH(O0y)h FG(10)1099
2323 y FH(o0y)f FG(10)1099 2387 y FH(p)q(erm)g FG(47{48,)12
b(53)1099 2452 y FH(p)q(os)42 b FG(32{33,)12 b(38)1099 2516
y FH(prop\334of\334random)40 b FG(44{45,)13 b(48,)f(51,)h(53,)g(55)1099
2580 y FH(p\334ij)41 b FG(28{29,)12 b(32,)h(38)1099 2644 y
FH(rank\334x)42 b FG(19{20,)12 b(22)1099 2709 y FH(rank\334y)42
b FG(19{20,)12 b(22)1099 2773 y FH(res)42 b FG(13{14,)13 b(21{22,)f(24,)h(26)
1099 2837 y FH(result)43 b FG(5{6,)12 b(41)1099 2902 y FH(res\334v)42
b FG(24{25)p eop
%%Page: 20 21
20 20 bop 113 183 a FD(P)o(art)14 b(6:)g(Index)1489 b FG(20)113
366 y FH(ro)o(w\334marks)42 b FG(53{54)113 431 y FH(run\334coun)o(t)h
FG(35{36,)12 b(40)113 495 y FH(Shap)q(e)43 b FG(22)113 559
y FH(SYNT)m(AX)d FG(22)113 623 y FH(T)i FG(4,)13 b(6,)g(35{36,)f(40{41)113
688 y FH(Tk)42 b FG(32{33,)12 b(38{39)113 752 y FH(T\334dm)41
b FG(32{33,)12 b(38,)h(41)113 816 y FH(T\334k)42 b FG(28)1099
366 y FH(T\334run)g FG(34,)13 b(38{40)1099 431 y FH(v)41 b
FG(19)1099 495 y FH(x)g FG(10,)13 b(17{19)1099 559 y FH(y)41
b FG(10,)13 b(17{19)1099 623 y FH(\222NC)41 b FG(10,)13 b(26,)g(30,)g(41)1099
688 y FH(\222RL)42 b FG(56)196 978 y FF(h)7 b FG(Add)15 b(the)f(margins)e(if)
h(a)h(left)g(argumen)o(t)e(is)i(giv)o(en!)41 b Fx(26)6 b FF(i)41
b Fx(Used)12 b(in)f(section)f(16.)196 1042 y FF(h)d FG(Build)14
b(a)f(protot)o(yp)q(e)i(of)e(the)i(result!)41 b Fx(21)7 b FF(i)41
b Fx(Used)12 b(in)f(section)f(16.)196 1106 y FF(h)d FG(Coun)o(t)14
b(the)h(n)o(um)o(b)q(er)e(of)g(app)q(earances)j(of)d(eac)o(h)h
FE(xy)q FG(-pair!)41 b Fx(22)6 b FF(i)42 b Fx(Used)11 b(in)h(section)d(16.)
196 1171 y FF(h)e FG(Do)14 b(the)g(\014nal)g(assignmen)o(t!)39
b Fx(24)7 b FF(i)41 b Fx(Used)12 b(in)f(section)f(16.)196 1235
y FF(h)d FG(Lo)q(cal)14 b(V)m(ariables)f(of)g FH(con)o(tab)43
b Fx(18,)11 b(20,)g(23,)g(25)6 b FF(i)41 b Fx(Used)12 b(in)f(section)f(14.)
196 1299 y FF(h)d FG(Lo)q(cal)14 b(V)m(ariables)f(of)g FH
(dm\334random\334test)41 b Fx(29,)11 b(31,)g(33,)g(36,)g(39)6
b FF(i)41 b Fx(Used)12 b(in)f(section)f(5.)196 1364 y FF(h)d
FG(Lo)q(cal)14 b(V)m(ariables)f(of)g FH(dm\334random\334test\334DEMO)41
b Fx(48,)11 b(52,)g(54)6 b FF(i)42 b Fx(Used)11 b(in)g(section)f(44.)196
1428 y FF(h)d FG(Remo)o(v)o(e)13 b(duplicated)h(elemen)o(ts)f(and)h(compute)f
(the)i(\\ranks")f(of)f FH(x)h FG(and)g FH(y)q FG(!)40 b Fx(19)7
b FF(i)41 b Fx(Used)12 b(in)f(section)f(16.)196 1492 y FF(h)d
FG(Sort)15 b FH(m)d FG(in)i(ascending)g(order!)42 b Fx(17)6
b FF(i)42 b Fx(Used)11 b(in)g(section)f(16.)196 1557 y FF(h)d
FG(calculate,)14 b(sa)o(v)o(e)g(the)g FH(T)p FG(-statistic)h
FH(T\334run)f FG(of)f(the)i(sim)o(ulation)c(run)42 b Fx(38)6
b FF(i)41 b Fx(Used)12 b(in)f(section)f(34.)196 1621 y FF(h)d
FG(close)15 b(graphics)f(device)42 b Fx(50)7 b FF(i)41 b Fx(Used)12
b(in)f(section)f(49.)196 1685 y FF(h)d FG(compute)14 b(the)g(statistic)h
FH(T)41 b Fx(32)6 b FF(i)42 b Fx(Used)11 b(in)h(section)d(8.)196
1750 y FF(h)e FG(construct)16 b(data)e(matrix)e FH(dm)h FG(for)g
FH(dm\334random\334test)g FG(call)41 b Fx(53)6 b FF(i)42 b
Fx(Used)11 b(in)g(section)f(49.)196 1814 y FF(h)d FG(construct)16
b(the)e(con)o(tingency)h(table)f(from)e(the)i(input)g(data)f(matrix)40
b Fx(28)6 b FF(i)42 b Fx(Used)11 b(in)h(section)d(8.)196 1878
y FF(h)e FG(\014nd)14 b(a)g(new)g(p)q(erm)o(utation)f(of)g
FH(dm)41 b Fx(37)6 b FF(i)42 b Fx(Used)11 b(in)g(section)f(34.)196
1943 y FF(h)d FG(\014nd)14 b(an)g(appro)o(ximate)e(distribution)h(of)h
FH(T)41 b Fx(34)6 b FF(i)42 b Fx(Used)11 b(in)h(section)d(8.)196
2007 y FF(h)e FG(goto)14 b FH(lo)q(op)f FG(if)g(another)i(plot)e(is)h(to)f(b)
q(e)i(made)40 b Fx(55)7 b FF(i)41 b Fx(Used)12 b(in)f(section)f(49.)196
2071 y FF(h)d FG(initialize)13 b FH(dm\334random\334test\334DEMO)41
b Fx(47)6 b FF(i)42 b Fx(Used)11 b(in)g(section)f(46.)196 2135
y FF(h)d FG(initialize)13 b(graphics)h(device)h(and)e FH(coun)o(ter)43
b Fx(51)7 b FF(i)41 b Fx(Used)12 b(in)f(section)f(49.)196 2200
y FF(h)d FG(initialize)13 b(lo)q(op)g(o)o(v)o(er)h(sim)o(ulation)d(runs)42
b Fx(35)6 b FF(i)42 b Fx(Used)11 b(in)h(section)d(34.)196 2264
y FF(h)e FG(p)q(erform)14 b(the)g(exp)q(erimen)o(t)g(and)f(sho)o(w)h(the)h
(result)42 b Fx(49)6 b FF(i)42 b Fx(Used)11 b(in)h(section)d(46.)196
2328 y FF(h)e FG(sa)o(v)o(e)14 b(result,)h(incremen)o(t)e(the)i
FH(run\334coun)o(t)g FG(and)f(jump)e(bac)o(k)i(to)g FH(lo)q(opsim)40
b Fx(40)6 b FF(i)42 b Fx(Used)11 b(in)g(section)f(34.)196 2393
y FF(h)d FG(set)15 b(default)f(v)n(alues,)f(initialize)f FH
(dm\334random\334test)41 b Fx(30)6 b FF(i)42 b Fx(Used)11 b(in)h(section)d
(7.)196 2457 y FF(h)e FG(sho)o(w)14 b(the)h(result)42 b Fx(41)6
b FF(i)42 b Fx(Used)11 b(in)h(section)d(8.)196 2521 y FF(h)e
FG(test)15 b(non-randomness)f(of)f(a)h(data)f(matrix)f(for)i(a)f(con)o
(tingency)i(table)41 b Fx(8)7 b FF(i)41 b Fx(Used)12 b(in)f(section)f(7.)p
eop
%%Trailer
end
userdict /end-hook known{end-hook}if
%%EOF
|
