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a125685446 发表于 2010-5-12 12:19:36 |AI写论文

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我用sas做正态性检验,需看shapiro-wilk W统计量值,谁能告诉我这个统计量表达式,谢谢!
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关键词:shapiro 正态性检验 wilk 统计量 API 表达式 统计

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qy_zjx 发表于4楼  查看完整内容

W=\frac{\sum_{i=1}^n a_iX_{(i)}^2}{\sum_{i=1}^n (X_i-\overline{X})^2},\ \sum_{i=1}^na_i^2=1. 放到latex软件中就可知道

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沙发
crackman 发表于 2010-5-12 12:25:54
Shapiro-Wilk Statistic
If the sample size is less than or equal to 2000 and you specify the NORMAL option, PROC UNIVARIATE computes the Shapiro-Wilk statistic, W (also denoted as Wn to emphasize its dependence on the sample size n). The W statistic is the ratio of the best estimator of the variance (based on the square of a linear combination of the order statistics) to the usual corrected sum of squares estimator of the variance (Shapiro and Wilk 1965). When n is greater than three, the coefficients to compute the linear combination of the order statistics are approximated by the method of Royston (1992). The statistic W is always greater than zero and less than or equal to one .

Small values of W lead to the rejection of the null hypothesis of normality. The distribution of W is highly skewed. Seemingly large values of W (such as 0.90) may be considered small and lead you to reject the null hypothesis. The method for computing the p-value (the probability of obtaining a W statistic less than or equal to the observed value) depends on n. For n=3, the probability distribution of W is known and is used to determine the p-value. For n>4, a normalizing transformation is computed:
The values of , , and  are functions of n obtained from simulation results. Large values of Zn indicate departure from normality, and since the statistic Zn has an approximately standard normal distribution, this distribution is used to determine the p-values for n>4.
有一个公式是图片格式
自己去HELP里面搜吧
很清楚的解释

藤椅
a125685446 发表于 2010-5-12 12:37:16
我找了下,好像没有,我现在等着急用,不知道版主所说的是在哪?

板凳
qy_zjx 发表于 2010-5-12 20:52:17
W=\frac{\sum_{i=1}^n a_iX_{(i)}^2}{\sum_{i=1}^n (X_i-\overline{X})^2},\ \sum_{i=1}^na_i^2=1.
放到latex软件中就可知道
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