matlab求两个总体的均值向量和协方差矩阵

2个回答

  • Matlab函数:mean

    >>X=[1,2,3]

    >>mean(X)=2

    如果X是一个矩阵,则其均值是一个向量组.mean(X,1)为列向量的均值,mean(X,2)为行向量的均值.

    >>X=[1 2 3

    4 5 6]

    >>mean(X,1)=[2.5,3.5,4.5]

    >>mean(X,2)=[2

    5]

    若要求整个矩阵的均值,则为mean(mean(X)).

    >>mean(mean(X))=3.5

    也可使用mean2函数:

    >>mean2(X)=3.5

    协方差矩阵

    A=[61.45,55.9,61.95,59,58.14,53.61,55.48,54.21,61.52,54.92];

    B=[40.36,39.8,49.2,48,51.5,49.39,51.13,58.06,61,62.35];

    C=[8.61,8.91,10.43,13.32,13.48,15.75,18.14,19.95,21.95,23.53];

    D=[14.31,14.72,15.28,15.91,14.67,15,15.86,15.16,13.72,12.94];

    E=[7.67,7.75,8.15,9.24,10.68,10.58,10.31,10,8.91,8.51];

    >> q=[A',B',C',D',E'];

    >> w=cov(q)

    w =

    10.3710 -4.7446 -6.6023 -0.1873 -1.8881

    -4.7446 59.1503 38.7606 -3.0743 3.0982

    -6.6023 38.7606 28.6966 -2.0199 2.4166

    -0.1873 -3.0743 -2.0199 0.8474 0.3936

    -1.8881 3.0982 2.4166 0.3936 1.3412

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