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Handbook of Statistics_29A
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  • Handbook of Statistics_29A
ID: 172782
Danny Pfeffermann, C.R. Rao
Wycofany

This new handbook contains the most comprehensive account of sample surveys theory and practice to date. It is a second volume on sample surveys, with the goal of updating and extending the sampling volume published as volume 6 of the Handbook of Statistics in 1988. The present handbook is divided into two volumes (29A and 29B), with a total of 41 chapters, covering current developments in almost every aspect of sample surveys, with references to important contributions and available software. It can serve as a self contained guide to researchers and practitioners, with appropriate balance between theory and real life applications.


Each of the two volumes is divided into three parts, with each part preceded by an introduction, summarizing the main developments in the areas covered in that part. Volume 29A deals with methods of sample selection and data processing, with the later including editing and imputation, handling of outliers and measurement errors, and methods of disclosure control. The volume contains also a large variety of applications in specialized areas such as household and business surveys, marketing research, opinion polls and censuses. Volume 29B is concerned with inference, distinguishing between design-based and model-based methods and focusing on specific problems such as small area estimation, analysis of longitudinal data, categorical data analysis and inference on distribution functions. The volume contains also chapters dealing with case-control studies, asymptotic properties of estimators and decision theoretic aspects.




  • Comprehensive account of recent developments in sample survey theory and practice

  • Discusses 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. Sample 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

172782

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