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Robust Univariate Two‐Way Classification
Author(s) -
Balakrishnan N.,
Tiku M. L.,
Shaarawi A. H. El.
Publication year - 1985
Publication title -
biometrical journal
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.108
H-Index - 63
eISSN - 1521-4036
pISSN - 0323-3847
DOI - 10.1002/bimj.4710270202
Subject(s) - univariate , nonparametric statistics , mathematics , maximum likelihood , estimator , statistics , pattern recognition (psychology) , artificial intelligence , computer science , multivariate statistics
We develop a robust classification procedure, based on T IKU'S (1967, 1980, 1982) MML (modified maximum likelihood) estimators, for classifying an observation in one of the two populations π 1 and π 2 and show that this procedure is superior to the classical and nonparametric procedures.