Theory of sample surveys
著者
書誌事項
Theory of sample surveys
World Scientific, c2011
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注記
Includes bibliographical references (p. 213-222) and index
内容説明・目次
内容説明
Sample surveys is the most important branch of statistics. Without sample surveys there is no data, and without data there is no statistics. This book is the culmination of the lecture notes developed by the authors. The approach is theoretical in the sense that it gives mathematical proofs of the results in sample surveys. Intended as a textbook for a one-semester course for undergraduate seniors or first-year graduate students, a prerequisite basic knowledge of algebra, calculus, and statistical theory is required to master the techniques described in this book.
目次
- Simple Random Sampling
- Sampling with Varying Probabilities of Selection
- Stratified Sampling
- Systematic Sampling
- Ratio Method of Estimation
- Regression Method of Estimation
- Cluster Sampling
- Sub-Sampling Two-Stage and Three-Stage Sampling
- Double Sampling
- Non-Sampling Errors.
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