From b81159f12c9b030711320c2f81e622855f44dfd7 Mon Sep 17 00:00:00 2001
From: Michel Juillard <michel.juillard@mjui.fr>
Date: Sun, 3 Nov 2013 11:40:36 +0100
Subject: [PATCH] adding comments

---
 matlab/dynare_estimation_1.m | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/matlab/dynare_estimation_1.m b/matlab/dynare_estimation_1.m
index ec907da7b..652dc6947 100644
--- a/matlab/dynare_estimation_1.m
+++ b/matlab/dynare_estimation_1.m
@@ -767,11 +767,15 @@ if (any(bayestopt_.pshape  >0 ) && options_.mh_replic) || ...
         CutSample(M_, options_, estim_params_);
         %% Estimation of the marginal density from the Mh draws:
         if options_.mh_replic
-            [marginal,oo_] = marginal_density(M_, options_, estim_params_, oo_);
+            [marginal,oo_] = marginal_density(M_, options_, estim_params_, ...
+                                              oo_);
+            % Store posterior statistics by parameter name
             oo_ = GetPosteriorParametersStatistics(estim_params_, M_, options_, bayestopt_, oo_);
             if ~options_.nograph
                 oo_ = PlotPosteriorDistributions(estim_params_, M_, options_, bayestopt_, oo_);
             end
+            % Store posterior mean in a vector and posterior variance in
+            % a matrix
             [oo_.posterior.metropolis.mean,oo_.posterior.metropolis.Variance] ...
                 = GetPosteriorMeanVariance(M_,options_.mh_drop);
         else
-- 
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