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Robust vs. classical principalcomponent analysis in the presence of outliers

โœ Scribed by Sapra, Sunil K.


Book ID
127166011
Publisher
Taylor and Francis Group
Year
2010
Tongue
English
Weight
110 KB
Volume
17
Category
Article
ISSN
1350-4851

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Robust Hierarchical Bayes Estimation of
โœ G.S. Datta; P. Lahiri ๐Ÿ“‚ Article ๐Ÿ“… 1995 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 642 KB

A robust hierarchical Bayes method is developed to smooth small area means when a number of covariates are available. The method is particularly suited when one or more outliers are present in the data. It is well known that the regular Bayes estimators of small area means, under normal prior distri