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Saleh, A. K. Md. Ehsanes

Theory of Preliminary Test and Stein-Type Estimation with Applications

Saleh, A. K. Md. Ehsanes - Theory of Preliminary Test and Stein-Type Estimation with Applications, ebook

146,60€

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ISBN: 9780471773740
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Theory of Preliminary Test and Stein-Type Estimation with Applications provides a com-prehensive 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. Coverage of the material is designed as a first step in improving the estimates before applying full Bayesian methodology, while problems at the end of each chapter enlarge the scope of the applications.

This book contains clear and detailed coverage of basic terminology related to various topics, including:

* Simple linear model; ANOVA; parallelism model; multiple regression model with non-stochastic and stochastic constraints; regression with autocorrelated errors; ridge regression; and multivariate and discrete data models

* Normal, non-normal, and nonparametric theory of estimation

* Bayes and empirical Bayes methods

* R-estimation and U-statistics

* Confidence set estimation

Keywords: MATHEMATICS / Probability & Statistics / General MAT029000

Author(s)
Publisher
John Wiley and Sons, Inc.
Publication year
2006
Language
en
Edition
1
Series
Wiley Series in Probability and Statistics
Page amount
656 pages
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9780471773740
Printed ISBN
9780471563754

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