lstbayes (27jun16)

git-svn-id: svn://tug.org/texlive/trunk@41550 c570f23f-e606-0410-a88d-b1316a301751

4 files changed, 336 insertions, 116 deletions

diff --git a/Master/texmf-dist/doc/latex/lstbayes/examples.pdf b/Master/texmf-dist/doc/latex/lstbayes/examples.pdf
index 54840b8f2e7..1a9e3ac16fd 100644
--- a/Master/texmf-dist/doc/latex/lstbayes/examples.pdf
+++ b/Master/texmf-dist/doc/latex/lstbayes/examples.pdf
diff --git a/Master/texmf-dist/doc/latex/lstbayes/lstbayes.pdf b/Master/texmf-dist/doc/latex/lstbayes/lstbayes.pdf
index 435583d33eb..8d77c195c10 100644
--- a/Master/texmf-dist/doc/latex/lstbayes/lstbayes.pdf
+++ b/Master/texmf-dist/doc/latex/lstbayes/lstbayes.pdf
diff --git a/Master/texmf-dist/source/latex/lstbayes/lstbayes.dtx b/Master/texmf-dist/source/latex/lstbayes/lstbayes.dtx
index e4f3cca9268..5b09eed74d7 100644
--- a/Master/texmf-dist/source/latex/lstbayes/lstbayes.dtx
+++ b/Master/texmf-dist/source/latex/lstbayes/lstbayes.dtx
@@ -26,7 +26,7 @@
 %<package>\NeedsTeXFormat{LaTeX2e}[1999/12/01]
 %<package>\ProvidesPackage{lstbayes}
 %<*package>
-    [2015/12/22 lstbayes listings language drivers for BUGS, JAGS, and Stan]
+    [2016/06/26 lstbayes listings language drivers for BUGS, JAGS, and Stan]
 %</package>
 %
 %<*driver>
@@ -98,12 +98,12 @@
 %    \begin{macrocode}
 \RequirePackage{listings}
 %    \end{macrocode}
-% 
+%
 % \subsection{BUGS}
 %
 % Language driver for BUGS, including \href{http://www.openbugs.net/w/FrontPage}{WinBUGS} and \href{http://openbugs.net}{OpenBUGS}.
 % The driver is based on \href{http://www.openbugs.net/Manuals/Manual.html}{OpenBUGS v. 3.2.3}.
-% 
+%
 %    \begin{macrocode}
 \lstdefinelanguage{BUGS}{
   morekeywords=[1]{for,in,model,T,I,C},%
@@ -117,7 +117,7 @@
 \lstalias[]{WinBUGS}[]{BUGS}
 %    \end{macrocode}
 %
-% \subsection{JAGS} 
+% \subsection{JAGS}
 %
 % Language driver for \href{http://mcmc-jags.sourceforge.net/}{JAGS}.
 % The driver is based on JAGS version 3.4.0 (Sept 4, 2013).
@@ -129,17 +129,17 @@
   morecomment=[n]{/*}{*/}%
 }
 %    \end{macrocode}
-% 
+%
 % \subsection{Stan}
 %
 % Language driver for \href{http://mc-stan.org/}{Stan}.
-% The driver is based on Stan modeling language version \href{https://github.com/stan-dev/stan/releases/download/v2.9.0/stan-reference-2.9.0.pdf}{2.9.0}.
-% 
+% The driver is based on Stan modeling language version \href{https://github.com/stan-dev/stan/releases/download/v2.10.0/stan-reference-2.10.0.pdf}{2.10.0}.
+%
 %    \begin{macrocode}
 \lstdefinelanguage{Stan}{
   morekeywords=[1]{functions,data,parameters,transformed,model,generated,quantities,%
-    for,in,while,print,if,else,lp__,lower,upper,increment_log_prob,T,return,%
-    reject,integrate_ode},%
+    for,in,while,print,if,else,lower,upper,increment_log_prob,T,return,%
+    reject,integrate_ode,integrate_ode_bdf,integrate_ode_rk45,target},%
   morekeywords=[2]{int,real,vector,%
     ordered,positive_ordered,simplex,unit_vector,%
     row_vector,matrix,%
@@ -159,57 +159,79 @@
     atan,%
     atan2,%
     atanh,%
-    bernoulli,%
     bernoulli_ccdf_log,%
     bernoulli_cdf,%
     bernoulli_cdf_log,%
+    bernoulli_lccdf,%
+    bernoulli_lcdf,%
     bernoulli_log,%
-    bernoulli_logit,%
     bernoulli_logit_log,%
+    bernoulli_logit_lpmf,%
+    bernoulli_logit_lpmf,%
+    bernoulli_lpmf,%
+    bernoulli_lpmf,%
     bernoulli_rng,%
     bessel_first_kind,%
     bessel_second_kind,%
-    beta,%
-    beta_binomial,%
     beta_binomial_ccdf_log,%
     beta_binomial_cdf,%
     beta_binomial_cdf_log,%
+    beta_binomial_lccdf,%
+    beta_binomial_lcdf,%
     beta_binomial_log,%
+    beta_binomial_lpmf,%
+    beta_binomial_lpmf,%
     beta_binomial_rng,%
     beta_ccdf_log,%
     beta_cdf,%
     beta_cdf_log,%
+    beta_lccdf,%
+    beta_lcdf,%
     beta_log,%
+    beta_lpdf,%
+    beta_lpdf,%
     beta_rng,%
     binary_log_loss,%
-    binomial,%
     binomial_ccdf_log,%
     binomial_cdf,%
     binomial_cdf_log,%
     binomial_coefficient_log,%
+    binomial_lccdf,%
+    binomial_lcdf,%
     binomial_log,%
-    binomial_logit,%
     binomial_logit_log,%
+    binomial_logit_lpmf,%
+    binomial_logit_lpmf,%
+    binomial_lpmf,%
+    binomial_lpmf,%
     binomial_rng,%
     block,%
-    categorical,%
     categorical_log,%
-    categorical_logit,%
     categorical_logit_log,%
+    categorical_logit_lpmf,%
+    categorical_logit_lpmf,%
+    categorical_lpmf,%
+    categorical_lpmf,%
     categorical_rng,%
-    cauchy,%
     cauchy_ccdf_log,%
     cauchy_cdf,%
     cauchy_cdf_log,%
+    cauchy_lccdf,%
+    cauchy_lcdf,%
     cauchy_log,%
+    cauchy_lpdf,%
+    cauchy_lpdf,%
     cauchy_rng,%
     cbrt,%
     ceil,%
-    chi_square,%
     chi_square_ccdf_log,%
     chi_square_cdf,%
     chi_square_cdf_log,%
+    chi_square_lccdf,%
+    chi_square_lcdf,%
     chi_square_log,%
+    chi_square_lpdf,%
+    chi_square_lpdf,%
     chi_square_rng,%
     cholesky_decompose,%
     col,%
@@ -232,17 +254,21 @@
     diagonal,%
     digamma,%
     dims,%
-    dirichlet,%
     dirichlet_log,%
+    dirichlet_lpdf,%
+    dirichlet_lpdf,%
     dirichlet_rng,%
     distance,%
     dot_product,%
     dot_self,%
-    double_exponential,%
     double_exponential_ccdf_log,%
     double_exponential_cdf,%
     double_exponential_cdf_log,%
+    double_exponential_lccdf,%
+    double_exponential_lcdf,%
     double_exponential_log,%
+    double_exponential_lpdf,%
+    double_exponential_lpdf,%
     double_exponential_rng,%
     e,%
     eigenvalues_sym,%
@@ -251,18 +277,24 @@
     erfc,%
     exp,%
     exp2,%
-    exp_mod_normal,%
     exp_mod_normal_ccdf_log,%
     exp_mod_normal_cdf,%
     exp_mod_normal_cdf_log,%
+    exp_mod_normal_lccdf,%
+    exp_mod_normal_lcdf,%
     exp_mod_normal_log,%
+    exp_mod_normal_lpdf,%
+    exp_mod_normal_lpdf,%
     exp_mod_normal_rng,%
     expm1,%
-    exponential,%
     exponential_ccdf_log,%
     exponential_cdf,%
     exponential_cdf_log,%
+    exponential_lccdf,%
+    exponential_lcdf,%
     exponential_log,%
+    exponential_lpdf,%
+    exponential_lpdf,%
     exponential_rng,%
     fabs,%
     falling_factorial,%
@@ -272,70 +304,93 @@
     fmax,%
     fmin,%
     fmod,%
-    frechet,%
     frechet_ccdf_log,%
     frechet_cdf,%
     frechet_cdf_log,%
+    frechet_lccdf,%
+    frechet_lcdf,%
     frechet_log,%
+    frechet_lpdf,%
+    frechet_lpdf,%
     frechet_rng,%
-    gamma,%
     gamma_ccdf_log,%
     gamma_cdf,%
     gamma_cdf_log,%
+    gamma_lccdf,%
+    gamma_lcdf,%
     gamma_log,%
+    gamma_lpdf,%
+    gamma_lpdf,%
     gamma_p,%
     gamma_q,%
     gamma_rng,%
-    gaussian_dlm_obs,%
     gaussian_dlm_obs_log,%
+    gaussian_dlm_obs_lpdf,%
+    gaussian_dlm_obs_lpdf,%
     get_lp,%
-    gumbel,%
     gumbel_ccdf_log,%
     gumbel_cdf,%
     gumbel_cdf_log,%
+    gumbel_lccdf,%
+    gumbel_lcdf,%
     gumbel_log,%
+    gumbel_lpdf,%
+    gumbel_lpdf,%
     gumbel_rng,%
     head,%
-    hypergeometric,%
     hypergeometric_log,%
+    hypergeometric_lpmf,%
+    hypergeometric_lpmf,%
     hypergeometric_rng,%
     hypot,%
     if_else,%
+    inc_beta,%
     int_step,%
     inv,%
-    inv_chi_square,%
     inv_chi_square_ccdf_log,%
     inv_chi_square_cdf,%
     inv_chi_square_cdf_log,%
+    inv_chi_square_lccdf,%
+    inv_chi_square_lcdf,%
     inv_chi_square_log,%
+    inv_chi_square_lpdf,%
+    inv_chi_square_lpdf,%
     inv_chi_square_rng,%
     inv_cloglog,%
-    inv_gamma,%
     inv_gamma_ccdf_log,%
     inv_gamma_cdf,%
     inv_gamma_cdf_log,%
+    inv_gamma_lccdf,%
+    inv_gamma_lcdf,%
     inv_gamma_log,%
+    inv_gamma_lpdf,%
+    inv_gamma_lpdf,%
     inv_gamma_rng,%
     inv_logit,%
     inv_phi,%
     inv_sqrt,%
     inv_square,%
-    inv_wishart,%
     inv_wishart_log,%
+    inv_wishart_lpdf,%
+    inv_wishart_lpdf,%
     inv_wishart_rng,%
     inverse,%
     inverse_spd,%
     is_inf,%
     is_nan,%
     lbeta,%
+    lchoose,%
     lgamma,%
-    lkj_corr,%
-    lkj_corr_cholesky,%
     lkj_corr_cholesky_log,%
+    lkj_corr_cholesky_lpdf,%
+    lkj_corr_cholesky_lpdf,%
     lkj_corr_cholesky_rng,%
     lkj_corr_log,%
+    lkj_corr_lpdf,%
+    lkj_corr_lpdf,%
     lkj_corr_rng,%
     lmgamma,%
+    lmultiply,%
     log,%
     log10,%
     log1m,%
@@ -352,18 +407,24 @@
     log_rising_factorial,%
     log_softmax,%
     log_sum_exp,%
-    logistic,%
     logistic_ccdf_log,%
     logistic_cdf,%
     logistic_cdf_log,%
+    logistic_lccdf,%
+    logistic_lcdf,%
     logistic_log,%
+    logistic_lpdf,%
+    logistic_lpdf,%
     logistic_rng,%
     logit,%
-    lognormal,%
     lognormal_ccdf_log,%
     lognormal_cdf,%
     lognormal_cdf_log,%
+    lognormal_lccdf,%
+    lognormal_lcdf,%
     lognormal_log,%
+    lognormal_lpdf,%
+    lognormal_lpdf,%
     lognormal_rng,%
     machine_precision,%
     max,%
@@ -373,75 +434,103 @@
     min,%
     modified_bessel_first_kind,%
     modified_bessel_second_kind,%
-    multi_gp,%
-    multi_gp_cholesky,%
     multi_gp_cholesky_log,%
+    multi_gp_cholesky_lpdf,%
+    multi_gp_cholesky_lpdf,%
     multi_gp_log,%
-    multi_normal,%
-    multi_normal_cholesky,%
+    multi_gp_lpdf,%
+    multi_gp_lpdf,%
     multi_normal_cholesky_log,%
+    multi_normal_cholesky_lpdf,%
+    multi_normal_cholesky_lpdf,%
     multi_normal_cholesky_rng,%
     multi_normal_log,%
-    multi_normal_prec,%
+    multi_normal_lpdf,%
+    multi_normal_lpdf,%
     multi_normal_prec_log,%
+    multi_normal_prec_lpdf,%
+    multi_normal_prec_lpdf,%
     multi_normal_rng,%
-    multi_student_t,%
     multi_student_t_log,%
+    multi_student_t_lpdf,%
+    multi_student_t_lpdf,%
     multi_student_t_rng,%
-    multinomial,%
     multinomial_log,%
+    multinomial_lpmf,%
+    multinomial_lpmf,%
     multinomial_rng,%
     multiply_log,%
     multiply_lower_tri_self_transpose,%
-    neg_binomial,%
-    neg_binomial_2,%
     neg_binomial_2_ccdf_log,%
     neg_binomial_2_cdf,%
     neg_binomial_2_cdf_log,%
-    neg_binomial_2_log,%
+    neg_binomial_2_lccdf,%
+    neg_binomial_2_lcdf,%
     neg_binomial_2_log,%
     neg_binomial_2_log_log,%
+    neg_binomial_2_log_lpmf,%
+    neg_binomial_2_log_lpmf,%
     neg_binomial_2_log_rng,%
+    neg_binomial_2_lpmf,%
+    neg_binomial_2_lpmf,%
     neg_binomial_2_rng,%
     neg_binomial_ccdf_log,%
     neg_binomial_cdf,%
     neg_binomial_cdf_log,%
+    neg_binomial_lccdf,%
+    neg_binomial_lcdf,%
     neg_binomial_log,%
+    neg_binomial_lpmf,%
+    neg_binomial_lpmf,%
     neg_binomial_rng,%
     negative_infinity,%
-    normal,%
     normal_ccdf_log,%
     normal_cdf,%
     normal_cdf_log,%
+    normal_lccdf,%
+    normal_lcdf,%
     normal_log,%
+    normal_lpdf,%
+    normal_lpdf,%
     normal_rng,%
     not_a_number,%
     num_elements,%
-    ordered_logistic,%
     ordered_logistic_log,%
+    ordered_logistic_lpmf,%
+    ordered_logistic_lpmf,%
     ordered_logistic_rng,%
     owens_t,%
-    pareto,%
     pareto_ccdf_log,%
     pareto_cdf,%
     pareto_cdf_log,%
+    pareto_lccdf,%
+    pareto_lcdf,%
     pareto_log,%
+    pareto_lpdf,%
+    pareto_lpdf,%
     pareto_rng,%
-    pareto_type_2,%
     pareto_type_2_ccdf_log,%
     pareto_type_2_cdf,%
     pareto_type_2_cdf_log,%
+    pareto_type_2_lccdf,%
+    pareto_type_2_lcdf,%
     pareto_type_2_log,%
+    pareto_type_2_lpdf,%
+    pareto_type_2_lpdf,%
     pareto_type_2_rng,%
     pi,%
-    poisson,%
     poisson_ccdf_log,%
     poisson_cdf,%
     poisson_cdf_log,%
-    poisson_log,%
+    poisson_lccdf,%
+    poisson_lcdf,%
     poisson_log,%
     poisson_log_log,%
+    poisson_log_lpmf,%
+    poisson_log_lpmf,%
     poisson_log_rng,%
+    poisson_lpmf,%
+    poisson_lpmf,%
     poisson_rng,%
     positive_infinity,%
     pow,%
@@ -452,11 +541,14 @@
     quad_form_diag,%
     quad_form_sym,%
     rank,%
-    rayleigh,%
     rayleigh_ccdf_log,%
     rayleigh_cdf,%
     rayleigh_cdf_log,%
+    rayleigh_lccdf,%
+    rayleigh_lcdf,%
     rayleigh_log,%
+    rayleigh_lpdf,%
+    rayleigh_lpdf,%
     rayleigh_rng,%
     rep_array,%
     rep_matrix,%
@@ -468,11 +560,14 @@
     rows,%
     rows_dot_product,%
     rows_dot_self,%
-    scaled_inv_chi_square,%
     scaled_inv_chi_square_ccdf_log,%
     scaled_inv_chi_square_cdf,%
     scaled_inv_chi_square_cdf_log,%
+    scaled_inv_chi_square_lccdf,%
+    scaled_inv_chi_square_lcdf,%
     scaled_inv_chi_square_log,%
+    scaled_inv_chi_square_lpdf,%
+    scaled_inv_chi_square_lpdf,%
     scaled_inv_chi_square_rng,%
     sd,%
     segment,%
@@ -480,11 +575,14 @@
     singular_values,%
     sinh,%
     size,%
-    skew_normal,%
     skew_normal_ccdf_log,%
     skew_normal_cdf,%
     skew_normal_cdf_log,%
+    skew_normal_lccdf,%
+    skew_normal_lcdf,%
     skew_normal_log,%
+    skew_normal_lpdf,%
+    skew_normal_lpdf,%
     skew_normal_rng,%
     softmax,%
     sort_asc,%
@@ -496,11 +594,14 @@
     square,%
     squared_distance,%
     step,%
-    student_t,%
     student_t_ccdf_log,%
     student_t_cdf,%
     student_t_cdf_log,%
+    student_t_lccdf,%
+    student_t_lcdf,%
     student_t_log,%
+    student_t_lpdf,%
+    student_t_lpdf,%
     student_t_rng,%
     sub_col,%
     sub_row,%
@@ -520,29 +621,38 @@
     trace_quad_form,%
     trigamma,%
     trunc,%
-    uniform,%
     uniform_ccdf_log,%
     uniform_cdf,%
     uniform_cdf_log,%
+    uniform_lccdf,%
+    uniform_lcdf,%
     uniform_log,%
+    uniform_lpdf,%
+    uniform_lpdf,%
     uniform_rng,%
     variance,%
-    von_mises,%
     von_mises_log,%
+    von_mises_lpdf,%
+    von_mises_lpdf,%
     von_mises_rng,%
-    weibull,%
     weibull_ccdf_log,%
     weibull_cdf,%
     weibull_cdf_log,%
+    weibull_lccdf,%
+    weibull_lcdf,%
     weibull_log,%
+    weibull_lpdf,%
+    weibull_lpdf,%
     weibull_rng,%
-    wiener,%
     wiener_log,%
-    wishart,%
+    wiener_lpdf,%
+    wiener_lpdf,%
     wishart_log,%
+    wishart_lpdf,%
+    wishart_lpdf,%
     wishart_rng
   },%
-  otherkeywords={<-,~},%
+  otherkeywords={<-,~,+=,=},%
   sensitive=true,%
   morecomment=[l]{\#},%
   morecomment=[l]{//},%
diff --git a/Master/texmf-dist/tex/latex/lstbayes/lstbayes.sty b/Master/texmf-dist/tex/latex/lstbayes/lstbayes.sty
index 3cb10d52155..243ec1f9c1b 100644
--- a/Master/texmf-dist/tex/latex/lstbayes/lstbayes.sty
+++ b/Master/texmf-dist/tex/latex/lstbayes/lstbayes.sty
@@ -22,7 +22,7 @@
 %% 
 \NeedsTeXFormat{LaTeX2e}[1999/12/01]
 \ProvidesPackage{lstbayes}
-    [2015/12/22 lstbayes listings language drivers for BUGS, JAGS, and Stan]
+    [2016/06/26 lstbayes listings language drivers for BUGS, JAGS, and Stan]
 
 \RequirePackage{listings}
 \lstdefinelanguage{BUGS}{
@@ -41,8 +41,8 @@
 }
 \lstdefinelanguage{Stan}{
   morekeywords=[1]{functions,data,parameters,transformed,model,generated,quantities,%
-    for,in,while,print,if,else,lp__,lower,upper,increment_log_prob,T,return,%
-    reject,integrate_ode},%
+    for,in,while,print,if,else,lower,upper,increment_log_prob,T,return,%
+    reject,integrate_ode,integrate_ode_bdf,integrate_ode_rk45,target},%
   morekeywords=[2]{int,real,vector,%
     ordered,positive_ordered,simplex,unit_vector,%
     row_vector,matrix,%
@@ -62,57 +62,79 @@
     atan,%
     atan2,%
     atanh,%
-    bernoulli,%
     bernoulli_ccdf_log,%
     bernoulli_cdf,%
     bernoulli_cdf_log,%
+    bernoulli_lccdf,%
+    bernoulli_lcdf,%
     bernoulli_log,%
-    bernoulli_logit,%
     bernoulli_logit_log,%
+    bernoulli_logit_lpmf,%
+    bernoulli_logit_lpmf,%
+    bernoulli_lpmf,%
+    bernoulli_lpmf,%
     bernoulli_rng,%
     bessel_first_kind,%
     bessel_second_kind,%
-    beta,%
-    beta_binomial,%
     beta_binomial_ccdf_log,%
     beta_binomial_cdf,%
     beta_binomial_cdf_log,%
+    beta_binomial_lccdf,%
+    beta_binomial_lcdf,%
     beta_binomial_log,%
+    beta_binomial_lpmf,%
+    beta_binomial_lpmf,%
     beta_binomial_rng,%
     beta_ccdf_log,%
     beta_cdf,%
     beta_cdf_log,%
+    beta_lccdf,%
+    beta_lcdf,%
     beta_log,%
+    beta_lpdf,%
+    beta_lpdf,%
     beta_rng,%
     binary_log_loss,%
-    binomial,%
     binomial_ccdf_log,%
     binomial_cdf,%
     binomial_cdf_log,%
     binomial_coefficient_log,%
+    binomial_lccdf,%
+    binomial_lcdf,%
     binomial_log,%
-    binomial_logit,%
     binomial_logit_log,%
+    binomial_logit_lpmf,%
+    binomial_logit_lpmf,%
+    binomial_lpmf,%
+    binomial_lpmf,%
     binomial_rng,%
     block,%
-    categorical,%
     categorical_log,%
-    categorical_logit,%
     categorical_logit_log,%
+    categorical_logit_lpmf,%
+    categorical_logit_lpmf,%
+    categorical_lpmf,%
+    categorical_lpmf,%
     categorical_rng,%
-    cauchy,%
     cauchy_ccdf_log,%
     cauchy_cdf,%
     cauchy_cdf_log,%
+    cauchy_lccdf,%
+    cauchy_lcdf,%
     cauchy_log,%
+    cauchy_lpdf,%
+    cauchy_lpdf,%
     cauchy_rng,%
     cbrt,%
     ceil,%
-    chi_square,%
     chi_square_ccdf_log,%
     chi_square_cdf,%
     chi_square_cdf_log,%
+    chi_square_lccdf,%
+    chi_square_lcdf,%
     chi_square_log,%
+    chi_square_lpdf,%
+    chi_square_lpdf,%
     chi_square_rng,%
     cholesky_decompose,%
     col,%
@@ -135,17 +157,21 @@
     diagonal,%
     digamma,%
     dims,%
-    dirichlet,%
     dirichlet_log,%
+    dirichlet_lpdf,%
+    dirichlet_lpdf,%
     dirichlet_rng,%
     distance,%
     dot_product,%
     dot_self,%
-    double_exponential,%
     double_exponential_ccdf_log,%
     double_exponential_cdf,%
     double_exponential_cdf_log,%
+    double_exponential_lccdf,%
+    double_exponential_lcdf,%
     double_exponential_log,%
+    double_exponential_lpdf,%
+    double_exponential_lpdf,%
     double_exponential_rng,%
     e,%
     eigenvalues_sym,%
@@ -154,18 +180,24 @@
     erfc,%
     exp,%
     exp2,%
-    exp_mod_normal,%
     exp_mod_normal_ccdf_log,%
     exp_mod_normal_cdf,%
     exp_mod_normal_cdf_log,%
+    exp_mod_normal_lccdf,%
+    exp_mod_normal_lcdf,%
     exp_mod_normal_log,%
+    exp_mod_normal_lpdf,%
+    exp_mod_normal_lpdf,%
     exp_mod_normal_rng,%
     expm1,%
-    exponential,%
     exponential_ccdf_log,%
     exponential_cdf,%
     exponential_cdf_log,%
+    exponential_lccdf,%
+    exponential_lcdf,%
     exponential_log,%
+    exponential_lpdf,%
+    exponential_lpdf,%
     exponential_rng,%
     fabs,%
     falling_factorial,%
@@ -175,70 +207,93 @@
     fmax,%
     fmin,%
     fmod,%
-    frechet,%
     frechet_ccdf_log,%
     frechet_cdf,%
     frechet_cdf_log,%
+    frechet_lccdf,%
+    frechet_lcdf,%
     frechet_log,%
+    frechet_lpdf,%
+    frechet_lpdf,%
     frechet_rng,%
-    gamma,%
     gamma_ccdf_log,%
     gamma_cdf,%
     gamma_cdf_log,%
+    gamma_lccdf,%
+    gamma_lcdf,%
     gamma_log,%
+    gamma_lpdf,%
+    gamma_lpdf,%
     gamma_p,%
     gamma_q,%
     gamma_rng,%
-    gaussian_dlm_obs,%
     gaussian_dlm_obs_log,%
+    gaussian_dlm_obs_lpdf,%
+    gaussian_dlm_obs_lpdf,%
     get_lp,%
-    gumbel,%
     gumbel_ccdf_log,%
     gumbel_cdf,%
     gumbel_cdf_log,%
+    gumbel_lccdf,%
+    gumbel_lcdf,%
     gumbel_log,%
+    gumbel_lpdf,%
+    gumbel_lpdf,%
     gumbel_rng,%
     head,%
-    hypergeometric,%
     hypergeometric_log,%
+    hypergeometric_lpmf,%
+    hypergeometric_lpmf,%
     hypergeometric_rng,%
     hypot,%
     if_else,%
+    inc_beta,%
     int_step,%
     inv,%
-    inv_chi_square,%
     inv_chi_square_ccdf_log,%
     inv_chi_square_cdf,%
     inv_chi_square_cdf_log,%
+    inv_chi_square_lccdf,%
+    inv_chi_square_lcdf,%
     inv_chi_square_log,%
+    inv_chi_square_lpdf,%
+    inv_chi_square_lpdf,%
     inv_chi_square_rng,%
     inv_cloglog,%
-    inv_gamma,%
     inv_gamma_ccdf_log,%
     inv_gamma_cdf,%
     inv_gamma_cdf_log,%
+    inv_gamma_lccdf,%
+    inv_gamma_lcdf,%
     inv_gamma_log,%
+    inv_gamma_lpdf,%
+    inv_gamma_lpdf,%
     inv_gamma_rng,%
     inv_logit,%
     inv_phi,%
     inv_sqrt,%
     inv_square,%
-    inv_wishart,%
     inv_wishart_log,%
+    inv_wishart_lpdf,%
+    inv_wishart_lpdf,%
     inv_wishart_rng,%
     inverse,%
     inverse_spd,%
     is_inf,%
     is_nan,%
     lbeta,%
+    lchoose,%
     lgamma,%
-    lkj_corr,%
-    lkj_corr_cholesky,%
     lkj_corr_cholesky_log,%
+    lkj_corr_cholesky_lpdf,%
+    lkj_corr_cholesky_lpdf,%
     lkj_corr_cholesky_rng,%
     lkj_corr_log,%
+    lkj_corr_lpdf,%
+    lkj_corr_lpdf,%
     lkj_corr_rng,%
     lmgamma,%
+    lmultiply,%
     log,%
     log10,%
     log1m,%
@@ -255,18 +310,24 @@
     log_rising_factorial,%
     log_softmax,%
     log_sum_exp,%
-    logistic,%
     logistic_ccdf_log,%
     logistic_cdf,%
     logistic_cdf_log,%
+    logistic_lccdf,%
+    logistic_lcdf,%
     logistic_log,%
+    logistic_lpdf,%
+    logistic_lpdf,%
     logistic_rng,%
     logit,%
-    lognormal,%
     lognormal_ccdf_log,%
     lognormal_cdf,%
     lognormal_cdf_log,%
+    lognormal_lccdf,%
+    lognormal_lcdf,%
     lognormal_log,%
+    lognormal_lpdf,%
+    lognormal_lpdf,%
     lognormal_rng,%
     machine_precision,%
     max,%
@@ -276,75 +337,103 @@
     min,%
     modified_bessel_first_kind,%
     modified_bessel_second_kind,%
-    multi_gp,%
-    multi_gp_cholesky,%
     multi_gp_cholesky_log,%
+    multi_gp_cholesky_lpdf,%
+    multi_gp_cholesky_lpdf,%
     multi_gp_log,%
-    multi_normal,%
-    multi_normal_cholesky,%
+    multi_gp_lpdf,%
+    multi_gp_lpdf,%
     multi_normal_cholesky_log,%
+    multi_normal_cholesky_lpdf,%
+    multi_normal_cholesky_lpdf,%
     multi_normal_cholesky_rng,%
     multi_normal_log,%
-    multi_normal_prec,%
+    multi_normal_lpdf,%
+    multi_normal_lpdf,%
     multi_normal_prec_log,%
+    multi_normal_prec_lpdf,%
+    multi_normal_prec_lpdf,%
     multi_normal_rng,%
-    multi_student_t,%
     multi_student_t_log,%
+    multi_student_t_lpdf,%
+    multi_student_t_lpdf,%
     multi_student_t_rng,%
-    multinomial,%
     multinomial_log,%
+    multinomial_lpmf,%
+    multinomial_lpmf,%
     multinomial_rng,%
     multiply_log,%
     multiply_lower_tri_self_transpose,%
-    neg_binomial,%
-    neg_binomial_2,%
     neg_binomial_2_ccdf_log,%
     neg_binomial_2_cdf,%
     neg_binomial_2_cdf_log,%
-    neg_binomial_2_log,%
+    neg_binomial_2_lccdf,%
+    neg_binomial_2_lcdf,%
     neg_binomial_2_log,%
     neg_binomial_2_log_log,%
+    neg_binomial_2_log_lpmf,%
+    neg_binomial_2_log_lpmf,%
     neg_binomial_2_log_rng,%
+    neg_binomial_2_lpmf,%
+    neg_binomial_2_lpmf,%
     neg_binomial_2_rng,%
     neg_binomial_ccdf_log,%
     neg_binomial_cdf,%
     neg_binomial_cdf_log,%
+    neg_binomial_lccdf,%
+    neg_binomial_lcdf,%
     neg_binomial_log,%
+    neg_binomial_lpmf,%
+    neg_binomial_lpmf,%
     neg_binomial_rng,%
     negative_infinity,%
-    normal,%
     normal_ccdf_log,%
     normal_cdf,%
     normal_cdf_log,%
+    normal_lccdf,%
+    normal_lcdf,%
     normal_log,%
+    normal_lpdf,%
+    normal_lpdf,%
     normal_rng,%
     not_a_number,%
     num_elements,%
-    ordered_logistic,%
     ordered_logistic_log,%
+    ordered_logistic_lpmf,%
+    ordered_logistic_lpmf,%
     ordered_logistic_rng,%
     owens_t,%
-    pareto,%
     pareto_ccdf_log,%
     pareto_cdf,%
     pareto_cdf_log,%
+    pareto_lccdf,%
+    pareto_lcdf,%
     pareto_log,%
+    pareto_lpdf,%
+    pareto_lpdf,%
     pareto_rng,%
-    pareto_type_2,%
     pareto_type_2_ccdf_log,%
     pareto_type_2_cdf,%
     pareto_type_2_cdf_log,%
+    pareto_type_2_lccdf,%
+    pareto_type_2_lcdf,%
     pareto_type_2_log,%
+    pareto_type_2_lpdf,%
+    pareto_type_2_lpdf,%
     pareto_type_2_rng,%
     pi,%
-    poisson,%
     poisson_ccdf_log,%
     poisson_cdf,%
     poisson_cdf_log,%
-    poisson_log,%
+    poisson_lccdf,%
+    poisson_lcdf,%
     poisson_log,%
     poisson_log_log,%
+    poisson_log_lpmf,%
+    poisson_log_lpmf,%
     poisson_log_rng,%
+    poisson_lpmf,%
+    poisson_lpmf,%
     poisson_rng,%
     positive_infinity,%
     pow,%
@@ -355,11 +444,14 @@
     quad_form_diag,%
     quad_form_sym,%
     rank,%
-    rayleigh,%
     rayleigh_ccdf_log,%
     rayleigh_cdf,%
     rayleigh_cdf_log,%
+    rayleigh_lccdf,%
+    rayleigh_lcdf,%
     rayleigh_log,%
+    rayleigh_lpdf,%
+    rayleigh_lpdf,%
     rayleigh_rng,%
     rep_array,%
     rep_matrix,%
@@ -371,11 +463,14 @@
     rows,%
     rows_dot_product,%
     rows_dot_self,%
-    scaled_inv_chi_square,%
     scaled_inv_chi_square_ccdf_log,%
     scaled_inv_chi_square_cdf,%
     scaled_inv_chi_square_cdf_log,%
+    scaled_inv_chi_square_lccdf,%
+    scaled_inv_chi_square_lcdf,%
     scaled_inv_chi_square_log,%
+    scaled_inv_chi_square_lpdf,%
+    scaled_inv_chi_square_lpdf,%
     scaled_inv_chi_square_rng,%
     sd,%
     segment,%
@@ -383,11 +478,14 @@
     singular_values,%
     sinh,%
     size,%
-    skew_normal,%
     skew_normal_ccdf_log,%
     skew_normal_cdf,%
     skew_normal_cdf_log,%
+    skew_normal_lccdf,%
+    skew_normal_lcdf,%
     skew_normal_log,%
+    skew_normal_lpdf,%
+    skew_normal_lpdf,%
     skew_normal_rng,%
     softmax,%
     sort_asc,%
@@ -399,11 +497,14 @@
     square,%
     squared_distance,%
     step,%
-    student_t,%
     student_t_ccdf_log,%
     student_t_cdf,%
     student_t_cdf_log,%
+    student_t_lccdf,%
+    student_t_lcdf,%
     student_t_log,%
+    student_t_lpdf,%
+    student_t_lpdf,%
     student_t_rng,%
     sub_col,%
     sub_row,%
@@ -423,29 +524,38 @@
     trace_quad_form,%
     trigamma,%
     trunc,%
-    uniform,%
     uniform_ccdf_log,%
     uniform_cdf,%
     uniform_cdf_log,%
+    uniform_lccdf,%
+    uniform_lcdf,%
     uniform_log,%
+    uniform_lpdf,%
+    uniform_lpdf,%
     uniform_rng,%
     variance,%
-    von_mises,%
     von_mises_log,%
+    von_mises_lpdf,%
+    von_mises_lpdf,%
     von_mises_rng,%
-    weibull,%
     weibull_ccdf_log,%
     weibull_cdf,%
     weibull_cdf_log,%
+    weibull_lccdf,%
+    weibull_lcdf,%
     weibull_log,%
+    weibull_lpdf,%
+    weibull_lpdf,%
     weibull_rng,%
-    wiener,%
     wiener_log,%
-    wishart,%
+    wiener_lpdf,%
+    wiener_lpdf,%
     wishart_log,%
+    wishart_lpdf,%
+    wishart_lpdf,%
     wishart_rng
   },%
-  otherkeywords={<-,~},%
+  otherkeywords={<-,~,+=,=},%
   sensitive=true,%
   morecomment=[l]{\#},%
   morecomment=[l]{//},%