From ddd12a391f56ad46522080e6dc8eacee5cb1e238 Mon Sep 17 00:00:00 2001
From: Daniel Lee <bearlee@alum.mit.edu>
Date: Wed, 3 Jan 2024 02:12:47 -0500
Subject: [PATCH] updating tests after removing _log() probability functions

---
 stan/math/prim/prob.hpp                       | 67 -------------------
 .../math/prim/prob/lkj_corr_cholesky_lpdf.hpp |  1 -
 stan/math/prim/prob/logistic_cdf.hpp          |  8 +--
 stan/math/prim/prob/logistic_lccdf.hpp        |  8 +--
 stan/math/prim/prob/logistic_lcdf.hpp         |  8 +--
 stan/math/prim/prob/multi_student_t_lpdf.hpp  |  1 -
 test/prob/beta/beta_test.hpp                  |  2 +-
 test/unit/math_include_test.cpp               |  2 +-
 8 files changed, 14 insertions(+), 83 deletions(-)

diff --git a/stan/math/prim/prob.hpp b/stan/math/prim/prob.hpp
index 70aafe82422..9466bea1450 100644
--- a/stan/math/prim/prob.hpp
+++ b/stan/math/prim/prob.hpp
@@ -6,11 +6,8 @@
 #include <stan/math/prim/prob/bernoulli_cdf_log.hpp>
 #include <stan/math/prim/prob/bernoulli_lccdf.hpp>
 #include <stan/math/prim/prob/bernoulli_lcdf.hpp>
-#include <stan/math/prim/prob/bernoulli_log.hpp>
-#include <stan/math/prim/prob/bernoulli_logit_glm_log.hpp>
 #include <stan/math/prim/prob/bernoulli_logit_glm_lpmf.hpp>
 #include <stan/math/prim/prob/bernoulli_logit_glm_rng.hpp>
-#include <stan/math/prim/prob/bernoulli_logit_log.hpp>
 #include <stan/math/prim/prob/bernoulli_logit_lpmf.hpp>
 #include <stan/math/prim/prob/bernoulli_logit_rng.hpp>
 #include <stan/math/prim/prob/bernoulli_lpmf.hpp>
@@ -20,7 +17,6 @@
 #include <stan/math/prim/prob/beta_binomial_cdf_log.hpp>
 #include <stan/math/prim/prob/beta_binomial_lccdf.hpp>
 #include <stan/math/prim/prob/beta_binomial_lcdf.hpp>
-#include <stan/math/prim/prob/beta_binomial_log.hpp>
 #include <stan/math/prim/prob/beta_binomial_lpmf.hpp>
 #include <stan/math/prim/prob/beta_binomial_rng.hpp>
 #include <stan/math/prim/prob/beta_ccdf_log.hpp>
@@ -28,13 +24,11 @@
 #include <stan/math/prim/prob/beta_cdf_log.hpp>
 #include <stan/math/prim/prob/beta_lccdf.hpp>
 #include <stan/math/prim/prob/beta_lcdf.hpp>
-#include <stan/math/prim/prob/beta_log.hpp>
 #include <stan/math/prim/prob/beta_lpdf.hpp>
 #include <stan/math/prim/prob/beta_proportion_ccdf_log.hpp>
 #include <stan/math/prim/prob/beta_proportion_cdf_log.hpp>
 #include <stan/math/prim/prob/beta_proportion_lccdf.hpp>
 #include <stan/math/prim/prob/beta_proportion_lcdf.hpp>
-#include <stan/math/prim/prob/beta_proportion_log.hpp>
 #include <stan/math/prim/prob/beta_proportion_lpdf.hpp>
 #include <stan/math/prim/prob/beta_proportion_rng.hpp>
 #include <stan/math/prim/prob/beta_rng.hpp>
@@ -43,15 +37,11 @@
 #include <stan/math/prim/prob/binomial_cdf_log.hpp>
 #include <stan/math/prim/prob/binomial_lccdf.hpp>
 #include <stan/math/prim/prob/binomial_lcdf.hpp>
-#include <stan/math/prim/prob/binomial_log.hpp>
-#include <stan/math/prim/prob/binomial_logit_log.hpp>
 #include <stan/math/prim/prob/binomial_logit_lpmf.hpp>
 #include <stan/math/prim/prob/binomial_logit_glm_lpmf.hpp>
 #include <stan/math/prim/prob/binomial_lpmf.hpp>
 #include <stan/math/prim/prob/binomial_rng.hpp>
-#include <stan/math/prim/prob/categorical_log.hpp>
 #include <stan/math/prim/prob/categorical_logit_glm_lpmf.hpp>
-#include <stan/math/prim/prob/categorical_logit_log.hpp>
 #include <stan/math/prim/prob/categorical_logit_lpmf.hpp>
 #include <stan/math/prim/prob/categorical_logit_rng.hpp>
 #include <stan/math/prim/prob/categorical_lpmf.hpp>
@@ -61,7 +51,6 @@
 #include <stan/math/prim/prob/cauchy_cdf_log.hpp>
 #include <stan/math/prim/prob/cauchy_lccdf.hpp>
 #include <stan/math/prim/prob/cauchy_lcdf.hpp>
-#include <stan/math/prim/prob/cauchy_log.hpp>
 #include <stan/math/prim/prob/cauchy_lpdf.hpp>
 #include <stan/math/prim/prob/cauchy_rng.hpp>
 #include <stan/math/prim/prob/chi_square_ccdf_log.hpp>
@@ -69,12 +58,9 @@
 #include <stan/math/prim/prob/chi_square_cdf_log.hpp>
 #include <stan/math/prim/prob/chi_square_lccdf.hpp>
 #include <stan/math/prim/prob/chi_square_lcdf.hpp>
-#include <stan/math/prim/prob/chi_square_log.hpp>
 #include <stan/math/prim/prob/chi_square_lpdf.hpp>
 #include <stan/math/prim/prob/chi_square_rng.hpp>
-#include <stan/math/prim/prob/dirichlet_log.hpp>
 #include <stan/math/prim/prob/dirichlet_lpdf.hpp>
-#include <stan/math/prim/prob/dirichlet_lpmf.hpp>
 #include <stan/math/prim/prob/dirichlet_rng.hpp>
 #include <stan/math/prim/prob/dirichlet_multinomial_lpmf.hpp>
 #include <stan/math/prim/prob/dirichlet_multinomial_rng.hpp>
@@ -83,7 +69,6 @@
 #include <stan/math/prim/prob/discrete_range_cdf_log.hpp>
 #include <stan/math/prim/prob/discrete_range_lccdf.hpp>
 #include <stan/math/prim/prob/discrete_range_lcdf.hpp>
-#include <stan/math/prim/prob/discrete_range_log.hpp>
 #include <stan/math/prim/prob/discrete_range_lpmf.hpp>
 #include <stan/math/prim/prob/discrete_range_rng.hpp>
 #include <stan/math/prim/prob/double_exponential_ccdf_log.hpp>
@@ -91,7 +76,6 @@
 #include <stan/math/prim/prob/double_exponential_cdf_log.hpp>
 #include <stan/math/prim/prob/double_exponential_lccdf.hpp>
 #include <stan/math/prim/prob/double_exponential_lcdf.hpp>
-#include <stan/math/prim/prob/double_exponential_log.hpp>
 #include <stan/math/prim/prob/double_exponential_lpdf.hpp>
 #include <stan/math/prim/prob/double_exponential_rng.hpp>
 #include <stan/math/prim/prob/exp_mod_normal_ccdf_log.hpp>
@@ -99,7 +83,6 @@
 #include <stan/math/prim/prob/exp_mod_normal_cdf_log.hpp>
 #include <stan/math/prim/prob/exp_mod_normal_lccdf.hpp>
 #include <stan/math/prim/prob/exp_mod_normal_lcdf.hpp>
-#include <stan/math/prim/prob/exp_mod_normal_log.hpp>
 #include <stan/math/prim/prob/exp_mod_normal_lpdf.hpp>
 #include <stan/math/prim/prob/exp_mod_normal_rng.hpp>
 #include <stan/math/prim/prob/exponential_ccdf_log.hpp>
@@ -107,7 +90,6 @@
 #include <stan/math/prim/prob/exponential_cdf_log.hpp>
 #include <stan/math/prim/prob/exponential_lccdf.hpp>
 #include <stan/math/prim/prob/exponential_lcdf.hpp>
-#include <stan/math/prim/prob/exponential_log.hpp>
 #include <stan/math/prim/prob/exponential_lpdf.hpp>
 #include <stan/math/prim/prob/exponential_rng.hpp>
 #include <stan/math/prim/prob/frechet_ccdf_log.hpp>
@@ -115,7 +97,6 @@
 #include <stan/math/prim/prob/frechet_cdf_log.hpp>
 #include <stan/math/prim/prob/frechet_lccdf.hpp>
 #include <stan/math/prim/prob/frechet_lcdf.hpp>
-#include <stan/math/prim/prob/frechet_log.hpp>
 #include <stan/math/prim/prob/frechet_lpdf.hpp>
 #include <stan/math/prim/prob/frechet_rng.hpp>
 #include <stan/math/prim/prob/gamma_ccdf_log.hpp>
@@ -123,10 +104,8 @@
 #include <stan/math/prim/prob/gamma_cdf_log.hpp>
 #include <stan/math/prim/prob/gamma_lccdf.hpp>
 #include <stan/math/prim/prob/gamma_lcdf.hpp>
-#include <stan/math/prim/prob/gamma_log.hpp>
 #include <stan/math/prim/prob/gamma_lpdf.hpp>
 #include <stan/math/prim/prob/gamma_rng.hpp>
-#include <stan/math/prim/prob/gaussian_dlm_obs_log.hpp>
 #include <stan/math/prim/prob/gaussian_dlm_obs_lpdf.hpp>
 #include <stan/math/prim/prob/gaussian_dlm_obs_rng.hpp>
 #include <stan/math/prim/prob/gumbel_ccdf_log.hpp>
@@ -134,13 +113,11 @@
 #include <stan/math/prim/prob/gumbel_cdf_log.hpp>
 #include <stan/math/prim/prob/gumbel_lccdf.hpp>
 #include <stan/math/prim/prob/gumbel_lcdf.hpp>
-#include <stan/math/prim/prob/gumbel_log.hpp>
 #include <stan/math/prim/prob/gumbel_lpdf.hpp>
 #include <stan/math/prim/prob/gumbel_rng.hpp>
 #include <stan/math/prim/prob/hmm_hidden_state_prob.hpp>
 #include <stan/math/prim/prob/hmm_latent_rng.hpp>
 #include <stan/math/prim/prob/hmm_marginal.hpp>
-#include <stan/math/prim/prob/hypergeometric_log.hpp>
 #include <stan/math/prim/prob/hypergeometric_lpmf.hpp>
 #include <stan/math/prim/prob/hypergeometric_rng.hpp>
 #include <stan/math/prim/prob/inv_chi_square_ccdf_log.hpp>
@@ -148,7 +125,6 @@
 #include <stan/math/prim/prob/inv_chi_square_cdf_log.hpp>
 #include <stan/math/prim/prob/inv_chi_square_lccdf.hpp>
 #include <stan/math/prim/prob/inv_chi_square_lcdf.hpp>
-#include <stan/math/prim/prob/inv_chi_square_log.hpp>
 #include <stan/math/prim/prob/inv_chi_square_lpdf.hpp>
 #include <stan/math/prim/prob/inv_chi_square_rng.hpp>
 #include <stan/math/prim/prob/inv_gamma_ccdf_log.hpp>
@@ -156,32 +132,25 @@
 #include <stan/math/prim/prob/inv_gamma_cdf_log.hpp>
 #include <stan/math/prim/prob/inv_gamma_lccdf.hpp>
 #include <stan/math/prim/prob/inv_gamma_lcdf.hpp>
-#include <stan/math/prim/prob/inv_gamma_log.hpp>
 #include <stan/math/prim/prob/inv_gamma_lpdf.hpp>
 #include <stan/math/prim/prob/inv_gamma_rng.hpp>
 #include <stan/math/prim/prob/inv_wishart_cholesky_lpdf.hpp>
 #include <stan/math/prim/prob/inv_wishart_cholesky_rng.hpp>
-#include <stan/math/prim/prob/inv_wishart_log.hpp>
 #include <stan/math/prim/prob/inv_wishart_lpdf.hpp>
 #include <stan/math/prim/prob/inv_wishart_rng.hpp>
-#include <stan/math/prim/prob/lkj_corr_cholesky_log.hpp>
 #include <stan/math/prim/prob/lkj_corr_cholesky_lpdf.hpp>
 #include <stan/math/prim/prob/lkj_corr_cholesky_rng.hpp>
-#include <stan/math/prim/prob/lkj_corr_log.hpp>
 #include <stan/math/prim/prob/lkj_corr_lpdf.hpp>
 #include <stan/math/prim/prob/lkj_corr_rng.hpp>
-#include <stan/math/prim/prob/lkj_cov_log.hpp>
 #include <stan/math/prim/prob/lkj_cov_lpdf.hpp>
 #include <stan/math/prim/prob/logistic_ccdf_log.hpp>
 #include <stan/math/prim/prob/logistic_cdf.hpp>
 #include <stan/math/prim/prob/logistic_cdf_log.hpp>
 #include <stan/math/prim/prob/logistic_lccdf.hpp>
 #include <stan/math/prim/prob/logistic_lcdf.hpp>
-#include <stan/math/prim/prob/logistic_log.hpp>
 #include <stan/math/prim/prob/logistic_lpdf.hpp>
 #include <stan/math/prim/prob/logistic_rng.hpp>
 #include <stan/math/prim/prob/loglogistic_cdf.hpp>
-#include <stan/math/prim/prob/loglogistic_log.hpp>
 #include <stan/math/prim/prob/loglogistic_lpdf.hpp>
 #include <stan/math/prim/prob/loglogistic_rng.hpp>
 #include <stan/math/prim/prob/lognormal_ccdf_log.hpp>
@@ -189,34 +158,24 @@
 #include <stan/math/prim/prob/lognormal_cdf_log.hpp>
 #include <stan/math/prim/prob/lognormal_lccdf.hpp>
 #include <stan/math/prim/prob/lognormal_lcdf.hpp>
-#include <stan/math/prim/prob/lognormal_log.hpp>
 #include <stan/math/prim/prob/lognormal_lpdf.hpp>
 #include <stan/math/prim/prob/lognormal_rng.hpp>
-#include <stan/math/prim/prob/matrix_normal_prec_log.hpp>
 #include <stan/math/prim/prob/matrix_normal_prec_lpdf.hpp>
 #include <stan/math/prim/prob/matrix_normal_prec_rng.hpp>
-#include <stan/math/prim/prob/multi_gp_cholesky_log.hpp>
 #include <stan/math/prim/prob/multi_gp_cholesky_lpdf.hpp>
-#include <stan/math/prim/prob/multi_gp_log.hpp>
 #include <stan/math/prim/prob/multi_gp_lpdf.hpp>
-#include <stan/math/prim/prob/multi_normal_cholesky_log.hpp>
 #include <stan/math/prim/prob/multi_normal_cholesky_lpdf.hpp>
 #include <stan/math/prim/prob/multi_normal_cholesky_rng.hpp>
-#include <stan/math/prim/prob/multi_normal_log.hpp>
 #include <stan/math/prim/prob/multi_normal_lpdf.hpp>
-#include <stan/math/prim/prob/multi_normal_prec_log.hpp>
 #include <stan/math/prim/prob/multi_normal_prec_lpdf.hpp>
 #include <stan/math/prim/prob/multi_normal_prec_rng.hpp>
 #include <stan/math/prim/prob/multi_normal_rng.hpp>
 #include <stan/math/prim/prob/multi_student_t_cholesky_lpdf.hpp>
 #include <stan/math/prim/prob/multi_student_t_cholesky_rng.hpp>
-#include <stan/math/prim/prob/multi_student_t_log.hpp>
 #include <stan/math/prim/prob/multi_student_t_lpdf.hpp>
 #include <stan/math/prim/prob/multi_student_t_rng.hpp>
-#include <stan/math/prim/prob/multinomial_logit_log.hpp>
 #include <stan/math/prim/prob/multinomial_logit_lpmf.hpp>
 #include <stan/math/prim/prob/multinomial_logit_rng.hpp>
-#include <stan/math/prim/prob/multinomial_log.hpp>
 #include <stan/math/prim/prob/multinomial_lpmf.hpp>
 #include <stan/math/prim/prob/multinomial_rng.hpp>
 #include <stan/math/prim/prob/neg_binomial_2_ccdf_log.hpp>
@@ -224,10 +183,7 @@
 #include <stan/math/prim/prob/neg_binomial_2_cdf_log.hpp>
 #include <stan/math/prim/prob/neg_binomial_2_lccdf.hpp>
 #include <stan/math/prim/prob/neg_binomial_2_lcdf.hpp>
-#include <stan/math/prim/prob/neg_binomial_2_log.hpp>
-#include <stan/math/prim/prob/neg_binomial_2_log_glm_log.hpp>
 #include <stan/math/prim/prob/neg_binomial_2_log_glm_lpmf.hpp>
-#include <stan/math/prim/prob/neg_binomial_2_log_log.hpp>
 #include <stan/math/prim/prob/neg_binomial_2_log_lpmf.hpp>
 #include <stan/math/prim/prob/neg_binomial_2_log_rng.hpp>
 #include <stan/math/prim/prob/neg_binomial_2_lpmf.hpp>
@@ -237,26 +193,20 @@
 #include <stan/math/prim/prob/neg_binomial_cdf_log.hpp>
 #include <stan/math/prim/prob/neg_binomial_lccdf.hpp>
 #include <stan/math/prim/prob/neg_binomial_lcdf.hpp>
-#include <stan/math/prim/prob/neg_binomial_log.hpp>
 #include <stan/math/prim/prob/neg_binomial_lpmf.hpp>
 #include <stan/math/prim/prob/neg_binomial_rng.hpp>
 #include <stan/math/prim/prob/normal_ccdf_log.hpp>
 #include <stan/math/prim/prob/normal_cdf.hpp>
 #include <stan/math/prim/prob/normal_cdf_log.hpp>
-#include <stan/math/prim/prob/normal_id_glm_log.hpp>
 #include <stan/math/prim/prob/normal_id_glm_lpdf.hpp>
 #include <stan/math/prim/prob/normal_lccdf.hpp>
 #include <stan/math/prim/prob/normal_lcdf.hpp>
-#include <stan/math/prim/prob/normal_log.hpp>
 #include <stan/math/prim/prob/normal_lpdf.hpp>
 #include <stan/math/prim/prob/normal_rng.hpp>
-#include <stan/math/prim/prob/normal_sufficient_log.hpp>
 #include <stan/math/prim/prob/normal_sufficient_lpdf.hpp>
 #include <stan/math/prim/prob/ordered_logistic_glm_lpmf.hpp>
-#include <stan/math/prim/prob/ordered_logistic_log.hpp>
 #include <stan/math/prim/prob/ordered_logistic_lpmf.hpp>
 #include <stan/math/prim/prob/ordered_logistic_rng.hpp>
-#include <stan/math/prim/prob/ordered_probit_log.hpp>
 #include <stan/math/prim/prob/ordered_probit_lpmf.hpp>
 #include <stan/math/prim/prob/ordered_probit_rng.hpp>
 #include <stan/math/prim/prob/pareto_ccdf_log.hpp>
@@ -264,7 +214,6 @@
 #include <stan/math/prim/prob/pareto_cdf_log.hpp>
 #include <stan/math/prim/prob/pareto_lccdf.hpp>
 #include <stan/math/prim/prob/pareto_lcdf.hpp>
-#include <stan/math/prim/prob/pareto_log.hpp>
 #include <stan/math/prim/prob/pareto_lpdf.hpp>
 #include <stan/math/prim/prob/pareto_rng.hpp>
 #include <stan/math/prim/prob/pareto_type_2_ccdf_log.hpp>
@@ -272,7 +221,6 @@
 #include <stan/math/prim/prob/pareto_type_2_cdf_log.hpp>
 #include <stan/math/prim/prob/pareto_type_2_lccdf.hpp>
 #include <stan/math/prim/prob/pareto_type_2_lcdf.hpp>
-#include <stan/math/prim/prob/pareto_type_2_log.hpp>
 #include <stan/math/prim/prob/pareto_type_2_lpdf.hpp>
 #include <stan/math/prim/prob/pareto_type_2_rng.hpp>
 #include <stan/math/prim/prob/poisson_binomial_ccdf_log.hpp>
@@ -280,7 +228,6 @@
 #include <stan/math/prim/prob/poisson_binomial_cdf_log.hpp>
 #include <stan/math/prim/prob/poisson_binomial_lccdf.hpp>
 #include <stan/math/prim/prob/poisson_binomial_lcdf.hpp>
-#include <stan/math/prim/prob/poisson_binomial_log.hpp>
 #include <stan/math/prim/prob/poisson_binomial_lpmf.hpp>
 #include <stan/math/prim/prob/poisson_binomial_rng.hpp>
 #include <stan/math/prim/prob/poisson_ccdf_log.hpp>
@@ -288,10 +235,7 @@
 #include <stan/math/prim/prob/poisson_cdf_log.hpp>
 #include <stan/math/prim/prob/poisson_lccdf.hpp>
 #include <stan/math/prim/prob/poisson_lcdf.hpp>
-#include <stan/math/prim/prob/poisson_log.hpp>
-#include <stan/math/prim/prob/poisson_log_glm_log.hpp>
 #include <stan/math/prim/prob/poisson_log_glm_lpmf.hpp>
-#include <stan/math/prim/prob/poisson_log_log.hpp>
 #include <stan/math/prim/prob/poisson_log_lpmf.hpp>
 #include <stan/math/prim/prob/poisson_log_rng.hpp>
 #include <stan/math/prim/prob/poisson_lpmf.hpp>
@@ -301,7 +245,6 @@
 #include <stan/math/prim/prob/rayleigh_cdf_log.hpp>
 #include <stan/math/prim/prob/rayleigh_lccdf.hpp>
 #include <stan/math/prim/prob/rayleigh_lcdf.hpp>
-#include <stan/math/prim/prob/rayleigh_log.hpp>
 #include <stan/math/prim/prob/rayleigh_lpdf.hpp>
 #include <stan/math/prim/prob/rayleigh_rng.hpp>
 #include <stan/math/prim/prob/scaled_inv_chi_square_ccdf_log.hpp>
@@ -309,7 +252,6 @@
 #include <stan/math/prim/prob/scaled_inv_chi_square_cdf_log.hpp>
 #include <stan/math/prim/prob/scaled_inv_chi_square_lccdf.hpp>
 #include <stan/math/prim/prob/scaled_inv_chi_square_lcdf.hpp>
-#include <stan/math/prim/prob/scaled_inv_chi_square_log.hpp>
 #include <stan/math/prim/prob/scaled_inv_chi_square_lpdf.hpp>
 #include <stan/math/prim/prob/scaled_inv_chi_square_rng.hpp>
 #include <stan/math/prim/prob/skew_double_exponential_ccdf_log.hpp>
@@ -318,14 +260,12 @@
 #include <stan/math/prim/prob/skew_double_exponential_lpdf.hpp>
 #include <stan/math/prim/prob/skew_double_exponential_lcdf.hpp>
 #include <stan/math/prim/prob/skew_double_exponential_lccdf.hpp>
-#include <stan/math/prim/prob/skew_double_exponential_log.hpp>
 #include <stan/math/prim/prob/skew_double_exponential_rng.hpp>
 #include <stan/math/prim/prob/skew_normal_ccdf_log.hpp>
 #include <stan/math/prim/prob/skew_normal_cdf.hpp>
 #include <stan/math/prim/prob/skew_normal_cdf_log.hpp>
 #include <stan/math/prim/prob/skew_normal_lccdf.hpp>
 #include <stan/math/prim/prob/skew_normal_lcdf.hpp>
-#include <stan/math/prim/prob/skew_normal_log.hpp>
 #include <stan/math/prim/prob/skew_normal_lpdf.hpp>
 #include <stan/math/prim/prob/skew_normal_rng.hpp>
 #include <stan/math/prim/prob/std_normal_ccdf_log.hpp>
@@ -333,7 +273,6 @@
 #include <stan/math/prim/prob/std_normal_cdf_log.hpp>
 #include <stan/math/prim/prob/std_normal_lcdf.hpp>
 #include <stan/math/prim/prob/std_normal_lccdf.hpp>
-#include <stan/math/prim/prob/std_normal_log.hpp>
 #include <stan/math/prim/prob/std_normal_log_qf.hpp>
 #include <stan/math/prim/prob/std_normal_lpdf.hpp>
 #include <stan/math/prim/prob/std_normal_rng.hpp>
@@ -342,7 +281,6 @@
 #include <stan/math/prim/prob/student_t_cdf_log.hpp>
 #include <stan/math/prim/prob/student_t_lccdf.hpp>
 #include <stan/math/prim/prob/student_t_lcdf.hpp>
-#include <stan/math/prim/prob/student_t_log.hpp>
 #include <stan/math/prim/prob/student_t_lpdf.hpp>
 #include <stan/math/prim/prob/student_t_rng.hpp>
 #include <stan/math/prim/prob/uniform_ccdf_log.hpp>
@@ -350,10 +288,8 @@
 #include <stan/math/prim/prob/uniform_cdf_log.hpp>
 #include <stan/math/prim/prob/uniform_lccdf.hpp>
 #include <stan/math/prim/prob/uniform_lcdf.hpp>
-#include <stan/math/prim/prob/uniform_log.hpp>
 #include <stan/math/prim/prob/uniform_lpdf.hpp>
 #include <stan/math/prim/prob/uniform_rng.hpp>
-#include <stan/math/prim/prob/von_mises_log.hpp>
 #include <stan/math/prim/prob/von_mises_lpdf.hpp>
 #include <stan/math/prim/prob/von_mises_rng.hpp>
 #include <stan/math/prim/prob/von_mises_ccdf_log.hpp>
@@ -366,14 +302,11 @@
 #include <stan/math/prim/prob/weibull_cdf_log.hpp>
 #include <stan/math/prim/prob/weibull_lccdf.hpp>
 #include <stan/math/prim/prob/weibull_lcdf.hpp>
-#include <stan/math/prim/prob/weibull_log.hpp>
 #include <stan/math/prim/prob/weibull_lpdf.hpp>
 #include <stan/math/prim/prob/weibull_rng.hpp>
-#include <stan/math/prim/prob/wiener_log.hpp>
 #include <stan/math/prim/prob/wiener_lpdf.hpp>
 #include <stan/math/prim/prob/wishart_cholesky_lpdf.hpp>
 #include <stan/math/prim/prob/wishart_cholesky_rng.hpp>
-#include <stan/math/prim/prob/wishart_log.hpp>
 #include <stan/math/prim/prob/wishart_lpdf.hpp>
 #include <stan/math/prim/prob/wishart_rng.hpp>
 
diff --git a/stan/math/prim/prob/lkj_corr_cholesky_lpdf.hpp b/stan/math/prim/prob/lkj_corr_cholesky_lpdf.hpp
index 878541a8502..97233e2c6ee 100644
--- a/stan/math/prim/prob/lkj_corr_cholesky_lpdf.hpp
+++ b/stan/math/prim/prob/lkj_corr_cholesky_lpdf.hpp
@@ -7,7 +7,6 @@
 #include <stan/math/prim/fun/make_nu.hpp>
 #include <stan/math/prim/fun/multiply.hpp>
 #include <stan/math/prim/fun/to_ref.hpp>
-#include <stan/math/prim/prob/lkj_corr_log.hpp>
 
 namespace stan {
 namespace math {
diff --git a/stan/math/prim/prob/logistic_cdf.hpp b/stan/math/prim/prob/logistic_cdf.hpp
index 9250b6036d3..eef0d128958 100644
--- a/stan/math/prim/prob/logistic_cdf.hpp
+++ b/stan/math/prim/prob/logistic_cdf.hpp
@@ -11,7 +11,7 @@
 #include <stan/math/prim/fun/size_zero.hpp>
 #include <stan/math/prim/fun/value_of.hpp>
 #include <stan/math/prim/fun/inv_logit.hpp>
-#include <stan/math/prim/prob/logistic_log.hpp>
+#include <stan/math/prim/prob/logistic_lpdf.hpp>
 #include <stan/math/prim/functor/partials_propagator.hpp>
 #include <cmath>
 
@@ -78,16 +78,16 @@ return_type_t<T_y, T_loc, T_scale> logistic_cdf(const T_y& y, const T_loc& mu,
 
     if (!is_constant_all<T_y>::value) {
       partials<0>(ops_partials)[n]
-          += exp(logistic_log(y_dbl, mu_dbl, sigma_dbl)) / Pn;
+          += exp(logistic_lpdf(y_dbl, mu_dbl, sigma_dbl)) / Pn;
     }
     if (!is_constant_all<T_loc>::value) {
       partials<1>(ops_partials)[n]
-          += -exp(logistic_log(y_dbl, mu_dbl, sigma_dbl)) / Pn;
+          += -exp(logistic_lpdf(y_dbl, mu_dbl, sigma_dbl)) / Pn;
     }
     if (!is_constant_all<T_scale>::value) {
       partials<2>(ops_partials)[n]
           += -(y_dbl - mu_dbl) * sigma_inv_vec
-             * exp(logistic_log(y_dbl, mu_dbl, sigma_dbl)) / Pn;
+             * exp(logistic_lpdf(y_dbl, mu_dbl, sigma_dbl)) / Pn;
     }
   }
 
diff --git a/stan/math/prim/prob/logistic_lccdf.hpp b/stan/math/prim/prob/logistic_lccdf.hpp
index 95bb142fc39..25763a63b34 100644
--- a/stan/math/prim/prob/logistic_lccdf.hpp
+++ b/stan/math/prim/prob/logistic_lccdf.hpp
@@ -12,7 +12,7 @@
 #include <stan/math/prim/fun/size.hpp>
 #include <stan/math/prim/fun/size_zero.hpp>
 #include <stan/math/prim/fun/value_of.hpp>
-#include <stan/math/prim/prob/logistic_log.hpp>
+#include <stan/math/prim/prob/logistic_lpdf.hpp>
 #include <stan/math/prim/functor/partials_propagator.hpp>
 #include <cmath>
 
@@ -79,16 +79,16 @@ return_type_t<T_y, T_loc, T_scale> logistic_lccdf(const T_y& y, const T_loc& mu,
 
     if (!is_constant_all<T_y>::value) {
       partials<0>(ops_partials)[n]
-          -= exp(logistic_log(y_dbl, mu_dbl, sigma_dbl)) / Pn;
+          -= exp(logistic_lpdf(y_dbl, mu_dbl, sigma_dbl)) / Pn;
     }
     if (!is_constant_all<T_loc>::value) {
       partials<1>(ops_partials)[n]
-          -= -exp(logistic_log(y_dbl, mu_dbl, sigma_dbl)) / Pn;
+          -= -exp(logistic_lpdf(y_dbl, mu_dbl, sigma_dbl)) / Pn;
     }
     if (!is_constant_all<T_scale>::value) {
       partials<2>(ops_partials)[n]
           -= -(y_dbl - mu_dbl) * sigma_inv_vec
-             * exp(logistic_log(y_dbl, mu_dbl, sigma_dbl)) / Pn;
+             * exp(logistic_lpdf(y_dbl, mu_dbl, sigma_dbl)) / Pn;
     }
   }
   return ops_partials.build(P);
diff --git a/stan/math/prim/prob/logistic_lcdf.hpp b/stan/math/prim/prob/logistic_lcdf.hpp
index 0b221124667..ce86d2d381c 100644
--- a/stan/math/prim/prob/logistic_lcdf.hpp
+++ b/stan/math/prim/prob/logistic_lcdf.hpp
@@ -12,7 +12,7 @@
 #include <stan/math/prim/fun/size.hpp>
 #include <stan/math/prim/fun/size_zero.hpp>
 #include <stan/math/prim/fun/value_of.hpp>
-#include <stan/math/prim/prob/logistic_log.hpp>
+#include <stan/math/prim/prob/logistic_lpdf.hpp>
 #include <stan/math/prim/functor/partials_propagator.hpp>
 #include <cmath>
 
@@ -78,16 +78,16 @@ return_type_t<T_y, T_loc, T_scale> logistic_lcdf(const T_y& y, const T_loc& mu,
 
     if (!is_constant_all<T_y>::value) {
       partials<0>(ops_partials)[n]
-          += exp(logistic_log(y_dbl, mu_dbl, sigma_dbl)) / Pn;
+          += exp(logistic_lpdf(y_dbl, mu_dbl, sigma_dbl)) / Pn;
     }
     if (!is_constant_all<T_loc>::value) {
       partials<1>(ops_partials)[n]
-          += -exp(logistic_log(y_dbl, mu_dbl, sigma_dbl)) / Pn;
+          += -exp(logistic_lpdf(y_dbl, mu_dbl, sigma_dbl)) / Pn;
     }
     if (!is_constant_all<T_scale>::value) {
       partials<2>(ops_partials)[n]
           += -(y_dbl - mu_dbl) * sigma_inv_vec
-             * exp(logistic_log(y_dbl, mu_dbl, sigma_dbl)) / Pn;
+             * exp(logistic_lpdf(y_dbl, mu_dbl, sigma_dbl)) / Pn;
     }
   }
   return ops_partials.build(P);
diff --git a/stan/math/prim/prob/multi_student_t_lpdf.hpp b/stan/math/prim/prob/multi_student_t_lpdf.hpp
index a5eaef677bc..ef7111d3ba7 100644
--- a/stan/math/prim/prob/multi_student_t_lpdf.hpp
+++ b/stan/math/prim/prob/multi_student_t_lpdf.hpp
@@ -13,7 +13,6 @@
 #include <stan/math/prim/fun/size_mvt.hpp>
 #include <stan/math/prim/fun/to_ref.hpp>
 #include <stan/math/prim/fun/vector_seq_view.hpp>
-#include <stan/math/prim/prob/multi_normal_log.hpp>
 #include <cmath>
 #include <cstdlib>
 
diff --git a/test/prob/beta/beta_test.hpp b/test/prob/beta/beta_test.hpp
index 94315dd8c9d..6bc07a43383 100644
--- a/test/prob/beta/beta_test.hpp
+++ b/test/prob/beta/beta_test.hpp
@@ -1,5 +1,5 @@
 // Arguments: Doubles, Doubles, Doubles
-#include <stan/math/prim/prob/beta_log.hpp>
+#include <stan/math/prim/prob/beta_lpdf.hpp>
 #include <stan/math/prim/fun/lgamma.hpp>
 #include <stan/math/prim/fun/log1m.hpp>
 
diff --git a/test/unit/math_include_test.cpp b/test/unit/math_include_test.cpp
index ecebf955cd2..d325a216f58 100644
--- a/test/unit/math_include_test.cpp
+++ b/test/unit/math_include_test.cpp
@@ -68,7 +68,7 @@ TEST_F(Math, paper_example_3) {
   double y = 1.3;
   stan::math::var mu = 0.5, sigma = 1.2;
 
-  stan::math::var lp = normal_log(y, mu, sigma);
+  stan::math::var lp = normal_lpdf(y, mu, sigma);
   EXPECT_FLOAT_EQ(-1.323482, lp.val());
 }