Mercurial > hg > camir-aes2014
diff toolboxes/FullBNT-1.0.7/KPMstats/sample.m @ 0:e9a9cd732c1e tip
first hg version after svn
author | wolffd |
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date | Tue, 10 Feb 2015 15:05:51 +0000 |
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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 @@ -0,0 +1,15 @@ +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