- 722 pages
- English
- ePUB (mobile friendly)
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About this book
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
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Information
Introduction to Part 1
Sharon L. Lohr
Introduction to Survey Sampling
Ken Brewer and Timothy G. Gregoire
Sampling with Unequal Probabilities
Yves G. Berger and Yves Tillé
Two-Phase Sampling
Jason C. Legg and Wayne A. Fuller
Multiple-Frame Surveys
Sharon L. Lohr
Designs for Surveys over Time
Graham Kalton
Sampling of Rare Populations
Mary C. Christman
Design, Conduct, and Analysis of Random-Digit Dialing Surveys
Kirk Wolter, Sadeq Chowdhury and Jenny Kelly
Introduction to Part 2
Paul Biemer
Nonresponse and Weighting
J. Michael Brick and Jill M. Montaquila
Statistical Data Editing
Ton De Waal
Imputation and Inference in the Presence of Missing Data
David Haziza
Dealing with Outliers in Survey Data
Jean-François Beaumont and Louis-Paul Rivest
Measurement Errors in Sample Surveys
Paul Biemer
Computer Software for Sample Surveys
Jelke Bethlehem
Record Linkage
William E. Winkler1
Statistical Disclosure Control for Survey Data
Chris Skin...
Table of contents
- Cover Image
- Table of Contents
- Edited by
- Copyright
- Preface to Handbook 29A
- Contributors: Vol. 29A
- Contributors: Vol. 29B
- Introduction to Part 1
- Introduction to Survey Sampling
- Sampling with Unequal Probabilities
- Two-Phase Sampling
- Multiple-Frame Surveys
- Designs for Surveys over Time
- Sampling of Rare Populations
- Design, Conduct, and Analysis of Random-Digit Dialing Surveys
- Introduction to Part 2
- Nonresponse and Weighting
- Statistical Data Editing
- Imputation and Inference in the Presence of Missing Data
- Dealing with Outliers in Survey Data
- Measurement Errors in Sample Surveys
- Computer Software for Sample Surveys
- Record Linkage
- Statistical Disclosure Control for Survey Data
- Introduction to Part 3
- Sampling and Estimation in Household Surveys
- Sampling and Estimation in Business Surveys
- Sampling, Data Collection, and Estimation in Agricultural Surveys
- Sampling and Inference in Environmental Surveys
- Survey Sampling Methods in Marketing Research: A Review of Telephone, Mall Intercept, Panel, and Web Surveys
- Sample Surveys and Censuses
- Opinion and Election Polls
- References
- Subject Index: Index of Vol. 29A
- Subject Index: Index of Vol. 29B
- Handbook of Statistics Contents of Previous Volumes
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