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2008-10-27 15:59 |
Matlab中超几何分布作图介绍
在用Matlab绘制各种常用概率分布的密度函数时，都比较简单，唯独超几何分布试了几次都不成功，输出结果总是 [))JX"a
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ans = :B.G)M\
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查看了一下帮助 help hygepdf 6m[9b*s7
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HYGEPDF Hypergeometric probability density function. tS<h8g_
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Y = HYGEPDF(X,M,K,N) returns the hypergeometric probability jDTUXwx7V
density function at X with integer parameters M, K, and N. azX`oU,l
Note: The density function is zero unless X is an integer. 9p`r7:
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The size of Y is the common size of the input arguments. A scalar input a,n93-m(m
functions as a constant matrix of the same size as the other inputs. )GJP _*Ab
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See also hygecdf, hygeinv, hygernd, hygestat, pdf. sPCM ckt
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Reference page in Help browser gS$A
doc hygepdf eYEc^nC,c)
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超几何分布参数较多，这里关于三个参数的指代不详。又在互联网上查了相关资料，包括该函数的定义式： _Adsq8sFW
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http://ccpublic-1.central.cranfield.ac.uk/2001DMSOMFRC/pr062320/Matlab/stats/hygepdf.m I4il R$jg
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直到发现这个例子后才清楚各个参数所代表的具体意义。 Rla 4L`X;
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Suppose you have a lot of 100 floppy disks and you know that 20 of them are defective. What is the probability of drawing 0 through 5 defective floppy disks if you select 10 at random? 0H [L S
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p = hygepdf(0:5,100,20,10) FH*RU1Z
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p = 0.0951 0.2679 0.3182 0.2092 0.0841 0.0215 Df@/ c T
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详细可参见： uV~e|X
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http://www.physnet.uni-hamburg.de/physnet/matlab/help/toolbox/stats/hygepdf.html#4257 c7qwNs*f
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果然与一般对超几何分布公式字母惯常表示方式有所不同。尝试将上述分布作图如下 a)S7}0|R
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x = 0:5 (q~0XE/ a
p = hygepdf(x,100,20,10); TpP8=8_Lh
plot(x,p,':k*')
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