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2010-05-12
跪求shapiro-Wilk 检验W统计量的表达式!跪求
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2010-5-12 13:28:37
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2010-5-13 08:24:41
是不是这个表达式有点问题,感觉!

In statistics, the Shapiro–Wilk test tests the null hypothesis that a sample x1, ..., xn came from a normally distributed population. It was published in 1965 by Samuel Shapiro and Martin Wilk.[1]

The test statistic is:


where

x(i) (with parentheses enclosing the subscript index i) is the ith order statistic, i.e., the ith-smallest number in the sample;
x = (x1 + ... + xn) / n is the sample mean;
the constants ai are given by[2]

where

and m1, ..., mn are the expected values of the order statistics of independent and identically-distributed random variables sampled from the standard normal distribution, and V is the covariance matrix of those order statistics.
The user may reject the null hypothesis if W is too small.[3]

It can be interpreted via a Q-Q plot.
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2010-5-13 09:45:17
normality.pdf   page 9

normality.pdf
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