Practical methods for design and analysis of complex surveys / Risto Lehtonen and Erkki Pahkinen.

Format:

Book

Author/Creator:

Lehtonen, Risto.

Contributor:

Pahkinen, Erkki.

Classes of 1883 and 1884 Fund.

Series:

Statistics in practice

Language:

English

Subjects (All):

Sampling (Statistics).

Surveys--Methodology.

Surveys.

Physical Description:

viii, 349 pages : illustrations ; 24 cm.

Edition:

Second edition.

Place of Publication:

Chichester, West Sussex, England ; Hoboken, NJ : J. Wiley, [2004]

Contents:

2 Basic Sampling Techniques 9

2.2 The Province '91 population 18

2.3 Simple random sampling and design effect 22

2.4 Systematic sampling and intra-class correlation 37

2.5 Selection with probability proportional to size 49

3 Further Use of Auxiliary Information 59

3.1 Stratified sampling 61

3.2 Cluster sampling 70

3.3 Model-assisted estimation 87

3.4 Efficiency comparison using design effects 105

4 Handling Nonsampling Errors 111

4.1 Reweighting 115

4.2 Imputation 121

4.3 Chapter summary and further reading 127

5 Linearization and Sample Reuse in Variance Estimation 131

5.1 The Mini-Finland Health Survey 132

5.2 Ratio estimators 138

5.3 Linearization method 141

5.4 Sample reuse methods 148

5.5 Comparison of variance estimators 163

5.6 The Occupational Health Care Survey 166

5.7 Linearization method for covariance-matrix estimation 171

5.8 Chapter summary and further reading 184

6 Model-assisted Estimation for Domains 187

6.1 Framework for domain estimation 187

6.2 Estimator type and model choice 195

6.3 Construction of estimators and model specification 198

6.4 Further comparison of estimators 207

6.5 Chapter summary and further reading 211

7 Analysis of One-way and Two-way Tables 215

7.2 Simple goodness-of-fit test 222

7.3 Preliminaries for tests for two-way tables 232

7.4 Test of homogeneity 236

7.5 Test of independence 245

8 Multivariate Survey Analysis 257

8.1 Range of methods 257

8.2 Types of models and options for analysis 261

8.3 Analysis of categorical data 269

8.4 Logistic and linear regression 283

8.5 Chapter summary and further reading 296

9.1 Monitoring quality in a long-term transport survey 300

9.2 Estimation of mean salary in a business survey 306

9.3 Model selection in a socioeconomic survey 312

9.4 Multi-level modelling in an educational survey 321.

Notes:

Includes bibliographical references (pages 331-338) and indexes.

Local Notes:

Acquired for the Penn Libraries with assistance from the Classes of 1883 and 1884 Fund.

ISBN:

0470847697

OCLC:

52418310

Online:

Publisher description