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Error-Rate Estimation in Multiple-Group Linear Discriminant Analysis

 

作者: David Hirst,  

 

期刊: Technometrics  （Taylor Available online 1996）
卷期: Volume 38, issue 4  

页码: 389-399

 

ISSN:0040-1706

 

年代: 1996

 

DOI:10.1080/00401706.1996.10484551

 

出版商: Taylor & Francis Group

 

关键词: Bootstrap;Linear discrimination;Multiple groups;Smoothed resubstitution

 

数据来源: Taylor

 

摘要:

A new method of error-rate estimation in linear discriminant analysis appropriate to situations with several small groups is introduced. It is compared with three other methods that can be generalized from the two-group situation. Simulation studies show that in most situations it outperforms the other techniques.

 

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