diff toolboxes/FullBNT-1.0.7/KPMstats/sample.m @ 0:e9a9cd732c1e tip

first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
parents
children
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/toolboxes/FullBNT-1.0.7/KPMstats/sample.m	Tue Feb 10 15:05:51 2015 +0000
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+function x = sample(p, n)
+% SAMPLE    Sample from categorical distribution.
+% Returns a row vector of integers, sampled according to the probability
+% distribution p.
+% Uses the stick-breaking algorithm.
+% Much faster algorithms are also possible.
+
+if nargin < 2
+  n = 1;
+end
+
+cdf = cumsum(p(:));
+for i = 1:n
+  x(i) = sum(cdf < rand) + 1;
+end