Practical Methods for Design and Analysis of Complex Surveys
Seiten
1995
John Wiley & Sons Ltd (Verlag)
978-0-471-93934-4 (ISBN)
John Wiley & Sons Ltd (Verlag)
978-0-471-93934-4 (ISBN)
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In this up-to-date practical text, the author considers analysis in close connection with sampling. The basic principles of sampling and design-based estimation are presented and emphasis is given to the role of sampling design in data analysis.
Statistics in Practice, A new series of practical books outlining the use of statistical techniques in a wide range of application areas: Human and Biological Sciences Earth and Environmental Sciences Industry, Commerce and Finance Covering both survey sampling and survey analysis, the authors aim to provide the reader with a unified coverage of the practical tools of basic and more advanced survey sampling and estimation. Contents include: Sampling design. The design effect statistic. Use of auxiliary information. Methods for handling missing data. Variance and covariance estimation. Design-based analysis of frequency tables. Multivariate methods for complex surveys. Fully worked examples and case studies taken from official statistics and real surveys on health and social sciences are used to illustrate the various methods. Additional case studies are presented covering a range of topics such as business surveys, socio-economic surveys and educational surveys. Selected commercially available software packages for complex surveys are discussed with demonstrations using data from the case studies.
Intended primarily for those involved in the planning, implementation or analysis of descriptive or analytical surveys and opinion polls, the book will also be of interest to researchers and students in many disciplines. In addition, the book is well suited for use on courses in survey sampling.
Statistics in Practice, A new series of practical books outlining the use of statistical techniques in a wide range of application areas: Human and Biological Sciences Earth and Environmental Sciences Industry, Commerce and Finance Covering both survey sampling and survey analysis, the authors aim to provide the reader with a unified coverage of the practical tools of basic and more advanced survey sampling and estimation. Contents include: Sampling design. The design effect statistic. Use of auxiliary information. Methods for handling missing data. Variance and covariance estimation. Design-based analysis of frequency tables. Multivariate methods for complex surveys. Fully worked examples and case studies taken from official statistics and real surveys on health and social sciences are used to illustrate the various methods. Additional case studies are presented covering a range of topics such as business surveys, socio-economic surveys and educational surveys. Selected commercially available software packages for complex surveys are discussed with demonstrations using data from the case studies.
Intended primarily for those involved in the planning, implementation or analysis of descriptive or analytical surveys and opinion polls, the book will also be of interest to researchers and students in many disciplines. In addition, the book is well suited for use on courses in survey sampling.
Basic Sampling Techniques. Further Use of Auxiliary Information. Handling Missing Data. Linearization and Sample Re-Use in Variance Estimation. Covariance-Matrix Estimation of Ratio Estimators. Analysis of One-Way and Two-Way Tables. Multivariate Survey Analysis. More Detailed Case Studies. Appendices. References. Indexes.
| Erscheint lt. Verlag | 18.1.1995 |
|---|---|
| Reihe/Serie | Wiley Series in Statistics in Practice |
| Zusatzinfo | Illustrations |
| Verlagsort | Chichester |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 680 g |
| Themenwelt | Mathematik / Informatik ► Mathematik |
| ISBN-10 | 0-471-93934-X / 047193934X |
| ISBN-13 | 978-0-471-93934-4 / 9780471939344 |
| Zustand | Neuware |
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