ANOTHER INTERPRETATION OF THE EM ALGORITHM FOR MIXTURE DISTRIBUTIONS

被引:154
作者
HATHAWAY, RJ
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D O I
10.1016/0167-7152(86)90016-7
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
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页码:53 / 56
页数:4
相关论文
共 8 条
[1]   A CLUSTERING TECHNIQUE FOR SUMMARIZING MULTIVARIATE DATA [J].
BALL, GH ;
HALL, DJ .
BEHAVIORAL SCIENCE, 1967, 12 (02) :153-&
[2]  
Bezdek J. C., 1981, PATTERN RECOGNITION
[3]   MAXIMUM LIKELIHOOD FROM INCOMPLETE DATA VIA EM ALGORITHM [J].
DEMPSTER, AP ;
LAIRD, NM ;
RUBIN, DB .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1977, 39 (01) :1-38
[4]   MIXTURE DENSITIES, MAXIMUM-LIKELIHOOD AND THE EM ALGORITHM [J].
REDNER, RA ;
WALKER, HF .
SIAM REVIEW, 1984, 26 (02) :195-237
[6]  
Titterington D. M., 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence, VPAMI-6, P656, DOI 10.1109/TPAMI.1984.4767581
[7]   PATTERN CLUSTERING BY MULTIVARIATE MIXTURE ANALYSIS [J].
WOLFE, JH .
MULTIVARIATE BEHAVIORAL RESEARCH, 1970, 5 (03) :329-350
[8]  
Zangwill W. I., 1969, NONLINEAR PROGRAMMIN