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Hierarchical Bayes estimation in small area estimation using cross-sectional and time-series data

โœ Scribed by Torabi, Mahmoud; Shokoohi, Farhad

Book ID
120992042
Publisher
Taylor and Francis Group
Year
2012
Tongue
English
Weight
138 KB
Volume
84
Category
Article
ISSN
0094-9655

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Robust Hierarchical Bayes Estimation of Small Area Characteristics in the Presence of Covariates and Outliers
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