Cover image for Elements of sampling theory and methods
Title:
Elements of sampling theory and methods
Personal Author:
Publication Information:
Upper Saddle River, N.J. : Prentice Hall, 1999
ISBN:
9780137435760

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30000005021153 QA276.6 G68 1999 Open Access Book Book
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Summary

Summary

This book provides a presentation of sampling that balances theory and methods while bringing the discipline up to date through problems of current interest. Provides a concise presentation of sampling within a wide range of topics. At the same time, it presents current topics and modern developments in sampling. Among these are varying probability (with and without replacement), Bayesian sampling, the Jack knife and Boot strap methods, Small area estimation, and Imputation methods. The book also provides worked out examples pertaining to a variety of disciplines and problems with real or artificial data pertaining to current problems. An important resource for professional statisticians and researchers.ÿ


Table of Contents

1 Preliminaries
2 Varying Probability Sampling
3 Simple Random Sampling
4 Estimation of the Sample Size
5 Stratified Sampling
6 Ratio Estimators
7 Regression Estimators
8 Systematic Sampling
9 Cluster Sampling
10 Varying Probability Sampling: Without Replacement
11 Two-Phase and Repetitive Sampling
12 Two Stage Sampling
13 Non-Sampling Errors
14 Bayesian Approach for Inference in Finite Populations
15 The Jackknife Method
16 The Bootstrap Method
17 Small Area Estimators
18 Imputation Methods
Answers to Selected Problems
List of Cumulative References
Author Index
Subject Index