Handbook of Statistics_29B

This new handbook contains the most comprehensive form of analysis. It is a second volume on sampling surveys, with the goal of updating and sampling the volume of published data. The present handbook is divided into two volumes (29A and 29B), with a total of 41 Chapters, covering current developments. It can serve as a guide and real life applications.

A part of the building is divided into three parts. 1лектронни съемки, измерение и предложения и приложения и приложения и приложение и продукта, A large number of applications in the field of marketing, opinion polls and censuses. Volume 2 is concerned with inference, distinguishing between design-based and model-based methods and focusing on the distribution of long-term functions, categorical data analysis and inference on distribution functions. The volume also includes chapters dealing with case-control studies, asymptotic properties of estimation and decision.

Comprehensive account of the recent development in the sample survey theory and practice

Covers a wide variety of diverse applications

Comprehensive bibliography

Part 1. Sampling and Survey Design

Introduction to Part 1

Ch. 1. Introduction to Survey Sampling

Ch. 2. Sampling with Unequal Probabilities

Ch. 3. Two-Phase Sampling

Ch. 4. Multiple-Frame Surveys

Ch. 5. Designs for Surveys over Time

Ch. 6. Sampling of Rare Populations

Ch. 7. Design, Conduct, and Analysis of Random-Digit Dialing Surveys

Part 2. Survey Processing

Introduction to Part 2

Ch. 8. Nonresponse andWeighting

Ch. 9. Statistical Data Editing

Ch. 10. Imputation and Inference in the Presence of Missing Data

Ch. 11. Dealing with Outliers in Survey Data

Ch. 12. Measurement Errors in Sample Surveys

Ch. 13. Computer Software for Sample Surveys

Ch. 14. Record Linkage

Ch. 15. Statistical Disclosure Control for Survey Data

Part 3. Survey Applications

Introduction to Part 3

Ch. 16. Sampling and Estimation in Household Surveys

Ch. 17. Sampling and Estimation in Business Surveys

Ch. 18. Sampling, Data Collection, and Estimation in Agricultural Surveys

Ch. 19. Sampling and Inference in Environmental Surveys

Ch. 20. Survey Sampling Methods in Marketing Research: A Review of Telephone,

Mall Intercept, Panel, andWeb Surveys

Ch. 21. Samples Surveys and Censuses

Ch. 22. Opinion and Election Polls

Volume 29B: Inference and Analysis

Part 4. Alternative Approaches to Inference from

Introduction to Part 4

Ch. 23. Model-Based Prediction of Finite Population Totals

Ch. 24. Design- and Model-Based Inference for Model Parameters

Ch. 25. CalibrationWeighting: Combining Probability Samples and Linear Prediction Models

Ch. 26. Estimating Functions and Survey Sampling

Ch. 27. Nonparametric and Semiparametric Estimation in Complex Surveys

Ch. 28. Resampling Methods in Surveys

Ch. 29. Bayesian Developments in Survey Sampling

Ch. 30. Empirical Likelihood Methods

Part 5. Special Estimation and Inference Problems

Ch. 31. Design-based Methods of Estimation for Domains and Small Areas

Ch. 32. Model-Based Approach to Small Area Estimation

Ch. 33. Design and Analysis of Surveys Repeated over Time

Ch. 34. The Analysis of Longitudinal Surveys

Ch. 35. Categorical Data Analysis for Simple and Complex Surveys

Ch. 36. Inference on Distribution Functions and Quantiles

Ch. 37. Scatterplots with Survey Data

Part 6. Informative Sampling and Theoretical Aspects

Ch. 38. Population-Based Case-Control Studies

Ch. 39. Inference under Informative Sampling

Ch. 40. Asymptotics in Finite Population Sampling

Ch. 41. Some Decision-Theoretic Aspects of Finite Population Sampling