Theory of preliminary test and Stein-type estimation with applications:

Theory of Preliminary Test and Stein-Type Estimation with Applications provides a comprehensive account of the theory and methods of estimation in a variety of standard models used in applied statistical inference. It is an in-depth introduction to the estimation theory for graduate students, practi...

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Bibliographic Details
Main Author: Saleh, A. K. Md. Ehsanes (Author)
Format: Electronic eBook
Language:English
Published: Hoboken, New Jersey Wiley-Interscience, a John Wiley & Sons, Inc., Publication 2006
Series:Wiley series in probability and mathematical statistics
Subjects:
Online Access:FRO01
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Summary:Theory of Preliminary Test and Stein-Type Estimation with Applications provides a comprehensive account of the theory and methods of estimation in a variety of standard models used in applied statistical inference. It is an in-depth introduction to the estimation theory for graduate students, practitioners, and researchers in various fields, such as statistics, engineering, social sciences, and medical sciences
Item Description:Includes bibliographical references (pages 601-612) and indexes
Theory of Preliminary Test and Stein-Type Estimation with Applications; Contents; 1 Introduction; 2 Preliminaries; 3 Preliminary Test Estimation; 4 Stein-Type Estimation; 5 ANOVA Model; 6 Parallelism Model; 7 Multiple Regression Model; 8 Regression Model: Stochastic Subspace; 9 Ridge Regression; 10 Regression Models with Autocorrelated Errors; 11 Multivariate Models; 12 Discrete Data Models
Physical Description:1 online resource (xxiii, 622 pages) illustrations

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