Sampling Design and Analysis

Sharon L. Lohr's SAMPLING: DESIGN AND ANALYSIS provides a modern introduction to the field of sampling. With a multitude of applications from a variety of disciplines, the book concentrates on the statistical aspects of taking and analyzing a sample. Overall, the book gives guidance on how to tell when a sample is valid or not, and how to design and analyze many different forms of sample surveys.

1. Introduction
2. Simple Probability Samples
3. Ratio and Regression Estimation
4. Stratified Sampling
5. Cluster Sampling with Equal Probabilities
6. Sampling with Unequal Probabilities
7. Complex Surveys
8. Nonresponse
9. Variance Estimation in Complex Surveys
10. Categorical Data Analysis in Complex Surveys
11. Regression with Complex Survey Data
12. Other Topics in Sampling
Appendix A: The Survey Program
Appendix B: Probability Concepts Used in Sampling
Appendix C: Data Sets
Appendix D: Computer Codes Used for Examples
Appendix E: Statistical Table
References
Author Index
Subject Index

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Sampling Design and Analysis

Summary

Table of Contents

Supplemental Materials