Practical methods for design and analysis of complex surveys /
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| Author / Creator: | Lehtonen, Risto. |
|---|---|
| Edition: | 2nd ed. |
| Imprint: | Chichester, West Sussex, England ; Hoboken, NJ : J. Wiley, c2004. |
| Description: | viii, 349 p. : ill. ; 24 cm. |
| Language: | English |
| Series: | Statistics in practice Statistics in practice) |
| Subject: | |
| Format: | Print Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/5065171 |
Table of Contents:
- Preface
- 1. Introduction
- 2. Basic Sampling Techniques
- 2.1. Basic definitions
- 2.2. The Province '91 population
- 2.3. Simple random sampling and design effect
- 2.4. Systematic sampling and intra-class correlation
- 2.5. Selection with probability proportional to size
- 3. Further Use of Auxiliary Information
- 3.1. Stratified sampling
- 3.2. Cluster sampling
- 3.3. Model-assisted estimation
- 3.4. Efficiency comparison using design effects
- 4. Handling Nonsampling Errors
- 4.1. Reweighting
- 4.2. Imputation
- 4.3. Chapter summary and further reading
- 5. Linearization and Sample Reuse in Variance Estimation
- 5.1. The Mini-Finland Health Survey
- 5.2. Ratio estimators
- 5.3. Linearization method
- 5.4. Sample reuse methods
- 5.5. Comparison of variance estimators
- 5.6. The Occupational Health Care Survey
- 5.7. Linearization method for covariance-matrix estimation
- 5.8. Chapter summary and further reading
- 6. Model-assisted Estimation for Domains
- 6.1. Framework for domain estimation
- 6.2. Estimator type and model choice
- 6.3. Construction of estimators and model specification
- 6.4. Further comparison of estimators
- 6.5. Chapter summary and further reading
- 7. Analysis of One-way and Two-way Tables
- 7.1. Introductory example
- 7.2. Simple goodness-of-fit test
- 7.3. Preliminaries for tests for two-way tables
- 7.4. Test of homogeneity
- 7.5. Test of independence
- 7.6. Chapter summary and further reading
- 8. Multivariate Survey Analysis
- 8.1. Range of methods
- 8.2. Types of models and options for analysis
- 8.3. Analysis of categorical data
- 8.4. Logistic and linear regression
- 8.5. Chapter summary and further reading
- 9. More Detailed Case Studies
- 9.1. Monitoring quality in a long-term transport survey
- 9.2. Estimation of mean salary in a business survey
- 9.3. Model selection in a socioeconomic survey
- 9.4. Multi-level modelling in an educational survey
- References
- Author Index
- Subject Index
