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The canonical correlation coefficients and canonical variables of groups of random variables

机译:随机变量组的典范相关系数和典范变量

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摘要

Suppose we have k groups of random variables: Y_i=(y_(i1), y_(y2), ..., y_(yp))~T, i=1,2,...,k. Put Y=(Y_1~T, Y_2~T, ..., Y_k~T)~T. The covariance matrix of Y exists and is denoted by ∑: CovY=∑=(∑_(11) ∑_(12) ... ∑_(1k); ∑_(21) ∑_(22) ... ∑_(2k); ... ... ... ...; ∑_(k1) ∑_(k2) ... ∑_(kk)). How to measure the correlation among k groups Y_1, Y_2, ..., Y_k is the problem studied in this section.
机译:假设我们有k组随机变量:Y_i =(y_(i1),y_(y2),...,y_(yp))〜T,i = 1,2,...,k。将Y =(Y_1〜T,Y_2〜T,...,Y_k〜T)〜T。 Y的协方差矩阵存在并用∑表示:CovY = ∑ =(∑_(11)∑_(12)... ∑_(1k); ∑_(21)∑_(22)... ∑ _(2k); ... ... ... ...; ∑_(k1)∑_(k2)... ∑_(kk))。如何测量k个组Y_1,Y_2,...,Y_k之间的相关性是本节研究的问题。

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