Title of article :
An asymptotic approximation for EPMC in linear discriminant analysis based on two-step monotone missing samples
Author/Authors :
Shutoh، نويسنده , , Nobumichi and Hyodo، نويسنده , , Masashi and Seo، نويسنده , , Takashi، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2011
Pages :
12
From page :
252
To page :
263
Abstract :
In this paper, we consider the expected probabilities of misclassification (EPMC) in the linear discriminant function (LDF) based on two-step monotone missing samples and derive an asymptotic approximation for the EPMC with an explicit form for the considered LDF. For this purpose, we also provide some results of the expectations for the inverted Wishart matrices in this paper. Finally, we conduct the Monte Carlo simulation for evaluating our result.
Keywords :
linear discriminant analysis , Expected probability of misclassification , Asymptotic approximation , Monotone missing samples
Journal title :
Journal of Multivariate Analysis
Serial Year :
2011
Journal title :
Journal of Multivariate Analysis
Record number :
1565545
Link To Document :
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