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xmcrobbie

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function Y = sampleWithR(weights,K)
%Y = sampleWithR(weights,K)
%Generates K samples from the discrete distribution specified by weights
%O(K)

%Need to handle border effects
cdf = cumsum(weights);
Y = histc(rand(K,1)*cdf(end),[0; cdf]);
Y = [Y(1:end-2); Y(end-1)+Y(end)];


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feixiaolin

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function Y = sampleWithR(weights,K)
% ÒÀÈ¨ÖµÖØ²ÉÑù£»
cdf = cumsum(weights);
% ȨֵÀÛ¼Ó
Y = histc(rand(K,1)*cdf(end),[0; cdf]);
% ͳ¼ÆÖ±·½Í¼
Y = [Y(1:end-2); Y(end-1)+Y(end)];
% Ö±·½Í¼×îĩһbinÐÞÕý
3Â¥2013-10-20 14:40:26
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû
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haier20022

гæ (ÕýʽдÊÖ)

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2Â¥2013-10-20 13:33:29
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû

xmcrobbie

Òø³æ (СÓÐÃûÆø)

ÒýÓûØÌû:
3Â¥: Originally posted by feixiaolin at 2013-10-20 14:40:26
function Y = sampleWithR(weights,K)
% ÒÀÈ¨ÖµÖØ²ÉÑù£»
cdf = cumsum(weights);
% ȨֵÀÛ¼Ó
Y = histc(rand(K,1)*cdf(end),);
% ͳ¼ÆÖ±·½Í¼
Y = ;
% Ö±·½Í¼×îĩһbinÐÞÕý...

Y = histc(rand(K,1)*cdf(end),[0; cdf]);  ÕâÐв»Àí½â°¡¡£rand£¨K£¬1£©ÊÇËæ»ú²úÉúK¸ö0µ½1µÄÊý°É¡£[0; cdf] Ó¦¸ÃÊÇÔÚÔÚcdf2ǰ¼Ó¸ö0°É¡£

Ó¦¸ÃÊÇ¿´¿´²úÉúµÄÕâK¸öÊý£¬ÂäÔÚͳ¼ÆÖ±·½Í¼Öи÷¸öbinµÄ¸öÊý°É¡£¡£¡£

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4Â¥2013-10-20 16:30:32
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû

coolslj

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xmcrobbie: ½ð±Ò+2 2013-11-04 15:32:52
xmcrobbie: ½ð±Ò+3 2013-11-04 15:33:37
Generates K samples from the discrete distribution specified by weights
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rand(K,1)*cdf(end)µÄÄ¿µÄÊÇ£º½«²úÉúµÄ0-1Ö®¼äµÄËæ»úÊý£¬·ÅËõµ½ÉÏÊöÀëÉ¢·Ö²¼£¨ÒòÎªÈ¨ÖØweightsµÄ×ܺͿÉÄܲ»µÈÓÚ1£©¡£²»·Á¼ÙÉèrand(K,1)·µ»Ø1£¬¾ÍÈÝÒ×Àí½âËüµÄº¬ÒåÁË¡£

[0; cdf] µÄº¬ÒåÓëcumsumµÄ¾ßÌåʵÏÖÓйء£
5Â¥2013-10-21 08:20:40
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû
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