
- 666 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
About this book
Handbook of Statistics_29B 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 1 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 2 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- Covers a wide variety of diverse applications- Comprehensive bibliography
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Table of contents
- Cover image
- Title page
- Table of Contents
- Copyright
- Preface to Handbook 29B
- Contributors: Vol. 29B
- Contributors: Vol. 29A
- List of Illustrations
- List of Tables
- Part 4: Alternative Approaches to Inference from Survey Data
- Part 5: Special Estimation and Inference Problems
- Part 6: Informative Sampling and Theoretical Aspects
- References
- Subject Index: Index of Vol. 29B
- Subject Index: Index of Vol. 29A
- Handbook of Statistics Contents of Previous Volumes