Penalty, shrinkage and pretest strategies variable selection and estimation /

The objective of this book is to compare the statistical properties of penalty and non-penalty estimation strategies for some popular models. Specifically, it considers the full model, submodel, penalty, pretest and shrinkage estimation techniques for three regression models before presenting the as...

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Main Author: Ahmed, S. E. 1957-
Other Authors: SpringerLink (Online service)
Format: eBook
Language: English
Published: Cham : Springer, 2014.
Physical Description: 1 online resource (122 pages) : illustrations.
Series: SpringerBriefs in statistics.
Subjects:

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