Sampling of populations : methods and applications
著者
書誌事項
Sampling of populations : methods and applications
（Wiley series in probability and mathematical statistics, . Survey methodology section）
Wiley, c1999
3rd ed
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注記
"Wiley-Interscience publication."
Includes bibliographies and index
内容説明・目次
内容説明
A unique, accessible guide to current practices in population sampling. Now in its third edition, this popular sampling text continues to provide a highly readable, practical treatment of the subject. Keeping the mathematics to a minimum, it walks the reader through real-world sample surveys-from sampling designs to problems of missing data and nonresponse to estimation procedures. This expanded and updated edition reflects the many developments in the field since the publication of the Second Edition, including the latest methods of multistage sampling, analysis of sample survey data, and software manipulation. Sampling of Populations, Third Edition offers: A wealth of examples illustrating key statistical issues with data sets available for downloading over the Internet. An emphasis on the most widely used sampling designs today, including completely revised chapters on cluster sampling designs. A new chapter devoted to telephone sampling and interviewing techniques-contributed by Robert Casady and James M. Lepkowski, who have made many important contributions in the area of telephone surveys.
Illustrative examples detailing how statistical analysis can be performed by means of software now available for use on personal computers and designed specifically for analysis of sample survey data. Many new and updated practice exercises.
目次
BASIC CONCEPTS. Uses of Sample Surveys. The Population and the Sample. MAJOR SAMPLING DESIGNS AND ESTIMATION PROCEDURES. Simple Random Sampling. Systematic Sampling. Stratification and Stratified Random Sampling. Stratified Random Sampling: Further Issues. Ratio Estimation. Cluster Sampling: Introduction and Overview. Sample One--Stage Cluster Sampling. Two--Stage Cluster Sampling: Clusters Sampled with Equal Probability. Cluster Sampling in Which Clusters are Sampled with Unequal Probability: Probability Proportional to Size Sampling. Variance Estimation in Complex Sample Surveys. SELECTED TOPICS IN SAMPLE SURVEY METHODOLOGY. Nonresponse and Missing Data in Sample Surveys. Selected Topics in Sample Design and Estimation Methodology. Telephone Sampling. Strategies for Design--Based Analysis of Sample Survey Data. Appendix. Answers to Selected Exercises. Index.
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