Sampling Theory and Practice

Part I Basic Concepts and Methods in Survey Sampling.- Chapter 1 Basic Concepts in Survey Sampling.- Chapter 2 Simple Single-Stage Sampling Methods.- Chapter 3 Stratified Sampling and Cluster Sampling.- Chapter 4 General Theory and Methods of Unequal Probability Sampling.- Chapter 5 Model-Based Prediction and Model-Assisted Estimation.- Part II Advanced Topics on Analysis of Probability Survey Samples.- Chapter 6 Calibration Weighting and Estimation.- Chapter 7 Regression Analysis and Estimating Equations.- Chapter 8 Empirical Likelihood Methods.- Chapter 9 Methods for Handling Missing Data.- Chapter 10 Resampling and Replication Methods.- Chapter 11 Bayesian Empirical Likelihood Methods.- Part III Practical Issues and Special Topics in Survey Sampling.- Chapter 12 Area Frame Household Surveys.- Chapter 13 Telephone and Web Surveys.- Chapter 14 Natural Resource Inventory Surveys.- Chapter 15 Adaptive and Network Surveys.- Chapter 16 Dual Frame and Multiple Frame Surveys.- Chapter 17 Non-Probability Survey Samples.- References.- Appendix.- Index.