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单词 Welch statistic
释义
Welch statistic

Statistics
  • A statistic used in a test for the equality of the means of m normal populations that cannot be assumed to have the same variance. The test statistic, W, is given by Welch statisticwhere x̄j is the mean of the nj observations in the sample from the jth population, sj2 is the corresponding sample variance (using the (n − 1) divisor) of the jth sample, , and . Under the null hypothesis that the samples come from populations with the same mean, W has an approximate F-distribution with (m−1) and ν degrees of freedom, where ν is the nearest integer toWelch statisticThe special case m=2 corresponds to the Behrens–Fisher problem.


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