eBook - PDF

Theory of Preliminary Test and Stein-Type Estimation with Applications

Name: Theory of Preliminary Test and Stein-Type Estimation with Applications
Author: A. K. Md. Ehsanes Saleh

A. K. Md. Ehsanes Saleh,

English
PDF
Available on iOS & Android

eBook - PDF

Theory of Preliminary Test and Stein-Type Estimation with Applications

A. K. Md. Ehsanes Saleh,

About this book

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

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Yes, you can access Theory of Preliminary Test and Stein-Type Estimation with Applications by A. K. Md. Ehsanes Saleh in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.