Merge pull request #295 from stan-dev/avehtari-patch-2

Fix argument type in 2pl_latent_reg_irt

Author: MansMeg

posterior_database/models/stan/2pl_latent_reg_irt.stan

@@ -64,7 +64,7 @@ model {
   alpha ~ lognormal(1, 1);
   target += normal_lpdf(beta | 0, 3);
   lambda_adj ~ student_t(3, 0, 1);
-  theta ~ normal(W_adj * lambda_adj, 1);
+  theta ~ normal(W_adj * lambda_adj, 1.0);
   y ~ bernoulli_logit(alpha[ii] .* theta[jj] - beta[ii]);
 }
 generated quantities {

posterior_database/models/stan/gpcm_latent_reg_irt.stan

@@ -82,7 +82,7 @@ transformed parameters {
 model {
   alpha ~ lognormal(1, 1);
   target += normal_lpdf(beta | 0, 3);
-  theta ~ normal(W_adj * lambda_adj, 1);
+  theta ~ normal(W_adj * lambda_adj, 1.0);
   lambda_adj ~ student_t(3, 0, 1);
   for (n in 1 : N) {
     target += pcm(y[n], theta[jj[n]] .* alpha[ii[n]],

posterior_database/models/stan/grsm_latent_reg_irt.stan

@@ -75,7 +75,7 @@ model {
   alpha ~ lognormal(1, 1);
   target += normal_lpdf(beta | 0, 3);
   target += normal_lpdf(kappa | 0, 3);
-  theta ~ normal(W_adj * lambda_adj, 1);
+  theta ~ normal(W_adj * lambda_adj, 1.0);
   lambda_adj ~ student_t(3, 0, 1);
   for (n in 1 : N) {
     target += rsm(y[n], theta[jj[n]] .* alpha[ii[n]], beta[ii[n]], kappa);