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单词 Mahalanobis distance
释义
Mahalanobis distance

Statistics
  • The two-sample version of Hotelling T2. The quantity D2, introduced by Mahalanobis in a 1930 paper, may be considered to be a measure of the distance between two groups of p-dimensional observations. Let j be the p×1 vector of means for group j (j=1,2), with Sj the corresponding variance–covariance matrix. D2 is given by Mahalanobis distancewhere S is given by Mahalanobis distanceand n1 and n2 are the sample sizes.


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