正态分布的一个刻画

A CHARACTERIZATION OF NORMAL DISTRIBUTION

  • 摘要: Louis H.Y.CHEN在文1中给出了正态分布N(0,1)的一个性质并推广至多元情形,本文进一步扩展了这些结果,并且证明仅仅正态分布有此性质,从而得到了正态分布的一个刻画。

     

    Abstract: Louis H. Y. Chen proved an inequality for the multivariate normal distribution N(0, In)in 1. In the present paper, we generlize this result, and characterize the multivariate normal distribution Nu, ) by the generalized inequality. Theorem: Suppose X=(X1, …, Xn)' is a random vector with EX=u, Cov(X)=∑=(σij≥0, then for any first-order partial diffentiable real function g on Rn,\operatornameVarg(\boldsymbolX) \leqslant \sum_i=1^n \sum_j=1^n \sigma_i j E_x_i, g_z^\prime If and only if XNu, ).

     

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