Discriminant analysis under parameter restrictions statistical and computational aspects
作者:
Jurcen Lauter,
期刊:
Statistics
(Taylor Available online 1985)
卷期:
Volume 16,
issue 1
页码: 125-137
ISSN:0233-1888
年代: 1985
DOI:10.1080/02331888508801834
出版商: Akademie-Verlag
关键词: Discriminant analysis;parameter restriction;hierarchical multivariate systems
数据来源: Taylor
摘要:
In the paper, it is shown that the error rate of the discriminant analysis can be diminished when restrictions for the parameters are valid. To find suitable restrictions, at first the properties of hierarchical and other multivariate systems are investigated. Then, in a practical section, a modification of the discriminant analysis is offered that consists in decreasing the estimated partial correlations. Finally in the theoretical section, it is veri¬fied that an improvement of the discriminant analysis is attained by a suitable correctionof the positive and negative signs of the discriminant function.
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