| Description |
1 online resource (xxiv, 698 pages) : illustrations |
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text txt rdacontent |
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computer c rdamedia |
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online resource cr rdacarrier |
| Series |
Handbook of statistics, 0169-7161 ; v. 29A |
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Handbook of statistics (Amsterdam, Netherlands) ; v. 29A.
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| Bibliography |
Includes bibliographical references (pages 597-650) and indexes. |
| Note |
Print version record. |
| Contents |
Front Cover; Title Page; Copyright Page; Preface to Handbook 29A; Table of Contents; Contributors: Vol. 29A; Part 1: Sampling and Survey Design; Introduction to Part 1; 1. Importance of survey design; 2. Framework and approaches to design and inference; 3. Challenges in survey design; Chapter 1. Introduction to Survey Sampling; 1. Two alternative approaches to survey sampling inference; 2. Historical approaches to survey sampling inference; 3. Some common sampling strategies; 4. Conclusion; Chapter 2. Sampling with Unequal Probabilities; 1. Introduction. |
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2. Some methods of unequal probability sampling3. Point estimation in unequal probability sampling without replacement; 4. Variance estimators free of joint inclusion probabilities; 5. Variance estimation of a function of means; 6. Balanced sampling; Chapter 3. Two-Phase Sampling; 1. Introduction; 2. Using auxiliary information in estimation; 3. Three-phase sampling; 4. Two-phase estimation illustration; Chapter 4. Multiple-Frame Surveys; 1. What are multiple-frame surveys, and why are they used?; 2. Point estimation in multiple-frame surveys; 3. Variance estimation in multiple-frame surveys. |
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4. Designing multiple-frame surveys5. New applications and challenges for multiple-frame surveys; Acknowledgments; Chapter 5. Designs for Surveys over Time; 1. Introduction; 2. Repeated surveys; 3. Rotating panel surveys; 4. Panel surveys; 5. Conclusions; Chapter 6. Sampling of Rare Populations; 1. Introduction; 2. Modifications to classical design-based sampling strategies; 3. Adaptive sampling designs; 4. Experimental design; 5. Confidence interval estimation; 6. Summary; Chapter 7. Design, Conduct, and Analysis of Random-Digit Dialing Surveys; 1. Introduction; 2. Design of RDD surveys. |
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3. Conduct of RDD surveys4. Analysis of RDD surveys; Part 2: Survey Processing; Introduction to Part 2; 1. Overview of data processing steps; 2. Data quality and data processing; Chapter 8. Nonresponse and Weighting; 1. Nonresponse in surveys; 2. Response rates; 3. The relationship between response rates and nonresponse bias; 4. Weighting for nonresponse; 5. Variance and confidence interval estimation; 6. Discussion; Chapter 9. Statistical Data Editing; 1. Introduction; 2. The use of edit rules; 3. Interactive editing; 4. Editing during the data collection phase; 5. Selective editing. |
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6. Automatic editing7. Macro-editing; 8. A strategy for statistical data editing; 9. Discussion; Chapter 10. Imputation and Inference in the Presence of Missing Data; 1. Introduction; 2. Context and defnitions; 3. Bias of the imputed estimator; 4. Variance of the imputed estimator; 5. Imputation classes; 6. Variance estimation; 7. Multiple imputation; 8. Conclusions; Chapter 11. Dealing with Outliers in Survey Data; 1. Introduction; 2. Estimation of the mean of an asymmetric distribution in an infinite population; 3. The estimation of totals in finite populations containing outliers. |
| Summary |
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. |
| Subject |
Sampling (Statistics)
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Surveys -- Statistical methods.
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Surveys -- Design.
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Surveys -- Methodology.
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Échantillonnage (Statistique)
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Levés -- Méthodes statistiques.
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Levés -- Méthodologie.
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MATHEMATICS -- Probability & Statistics -- General.
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Sampling (Statistics)
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Surveys -- Methodology
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Surveys -- Statistical methods
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| Added Author |
Pfefferman, Daniel, editor.
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Rao, C. Radhakrishna (Calyampudi Radhakrishna), 1920-2023, editor.
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| Other Form: |
Print version: Sample surveys. Amsterdam ; Boston : Elsevier/North-Holland, ©2009 9780444531247 (OCoLC)326688264 |
| ISBN |
9780080932217 (electronic bk.) |
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0080932215 (electronic bk.) |
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9780444531247 |
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0444531246 |
| Standard No. |
AU@ 000045340251 |
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CDX 11510731 |
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DEBSZ 405339518 |
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DEBSZ 430804709 |
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DKDLA 820120-katalog:9910110360505765 |
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GBVCP 825903629 |
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UKMGB 017549413 |
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