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Handbook of Statistics_29B
ID: 172783
Danny Pfeffermann, CR Rao
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
172783
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Danny Pfeffermann, CR Rao