[下载]Sampling Methodologies with Applications

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xfyx 发表于 2008-3-26 03:14:00 |AI写论文

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200894.zip (4.15 MB) 本附件包括：
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 【书名】Sampling Methodologies with Applications   【作者】Poduri S.R.S Rao  【出版社】Chapman & Hall/CRC  【版本】只有一个版本 【出版日期】2000  【文件格式】PDF  【文件大小】4.1MB  【页数】 336 【ISBN出版号】158488214X  【资料类别】统计学  【市面定价】$79.95 (amazon上的价)  【扫描版还是影印版】清晰电子版  【是否缺页】完整  【关键词】sampling  【内容简介】 Most of the available texts on the subject are either quite advanced and theoretical or too applied, descriptive, and lacking statistical results. Sampling Methodologies with Applications offers a balanced, practical treatment of the techniques and applications of the commonly used procedures for sampling from finite populations. It keeps mathematics to a minimum, but does not avoid them entirely. In an easily followed, step-by-step presentation, the author motivates each topic with illustrations followed by examples and exercises. All of these are constructed from everyday, practical situations covering a wide variety of topics. 【目录】 INTRODUCTION * Censuses and Surveys * Types of Surveys * Sampling Frame * Questionnaires, Interviews, and Sample Sizes * Probability Sampling * Nonprobability Sampling * Sampling in Practice SIMPLE RANDOM SAMPLING: ESTIMATION OF MEANS AND TOTALS * Population Total, Mean and Variance * Sampling without Replacement * Sample Mean and Variance * Properties of Simple Random Sampling * Unbiasedness of the Sample Mean and Variance * Standard Error of the Sample Mean * Distribution of the Sample Mean * Confidence Limits for the Mean * Estimating the Total * Coefficient of Variation of the Sample Mean * Sample Size Determination * Sample Sizes for Individual Groups SIMPLE RANDOM SAMPLING: RELATED TOPICS * Bias, Variance and Mean Square Error (MSE) of an Estimator * Precision, Accuracy and Consistency * Covariance and Correlation * Linear Combination of Two Characteristics * Systematic Sampling * Nonresponse * Inference Regarding the Means * Sampling with Replacement PROPORTIONS, PERCENTAGES, AND COUNTS * Two Classes * Total Number or Count * Confidence Limits * Sample Sizes for Specified Requirements * Political and Public Polls * Estimation for more than Two Classes * Combining Estimates from Surveys * Covariances of Proportions * Difference between Proportions * Sample Sizes for more than Two Classes * Estimating Population Size STRATIFICATION * Notation * Estimation for a Single Stratum * Estimation of the Population Mean and Total * Confidence Limits * Proportions and Totals * Population Total and Proportion * Proportional and Equal Allocation of the Sample * Neyman Allocation * Gains from Neyman Allocation * Summary on the Precisions of the Allocations * Sample Size Allocation to Estimate Proportions * Sample Size to Estimate Means and Totals * Sample Sizes to Estimate Proportions * Sample Sizes for Minimizing Variance or Cost * Further Topics SUBPOPULATIONS * Totals, Means, and Variances * Estimation of the Means and their Differences * Totals of Subpopulations * Sample Sizes for Estimating the Means and Totals * Proportions and Counts * Subpopulations of a Stratum * Totals and Means of Subpopulations in Strata * Stratification: Proportions and Counts of Subpopulations CLUSTER SAMPLING * Clusters of Equal Sizes * Estimation of the Means * Comparison with Simple Random Sampling * Estimation of the Standard Error * Optimum Cluster and Sample Sizes * Unequal Size Clusters * Alternative Estimation with Unequal Sizes * Proportions and Percentages * Stratification * Unequal Probability Selection * Horvitz-Thompson Estimator * Alternative Approaches SAMPLING IN TWO STAGES * Equal Size First Stage Units * Estimating the Mean * Sample Size Determination - Equal size PSUs * Unequal Size Primary Units * Sample Sizes - Unequal Size PSUs * Ratio Adjustment for the Sizes * Proportions and Totals * Unequal Probability Selection RATIOS AND RATIO ESTIMATORS * Bias and Variance of the Sample Ratio * Confidence Limits for the Ratio of Means * Ratio Estimators for the Mean and Total * Confidence Limits for the Mean and Total * Differences between Ratios, Means, or Totals * Regression through the Origin and the BLUEs * Ratio Estimation versus Stratification * Ratio Estimation with Stratification * Bias Reduction * Two-phase or Double Sampling Ratio Estimators * Ratio Estimator with Unequal Probability Selection * Multivariate Ratio Estimator REGRESSION ESTIMATION * The Regression Estimator * Estimation from the Sample * Classical Linear Regression * Differences between Regression Estimators * Regression Estimation versus Stratification * Stratification and Regression Estimator * Multiple Regression Estimator * Double Sampling Regression Estimator * Generalized Regression and Calibration Estimators NONRESPONSE AND REMEDIES * Effects of Survey Topics and Interviewing Methods * Response Rates * Bias and MSE * Estimating Proportions * Subsampling the Nonrespondents * Estimating the Missing Observations * Ratio and Regression Estimators * Poststratification and Weighting * Response Probabilities and Weighting * Imputation * Related Topics FURTHER TOPICS * Linearization * The Jackknife * The Bootstrap * Balanced Repeated Replication (BRR) * Small Area Estimation * Complex Surveys SOLUTIONS TO EXERCISES BIBLIOGRAPHY APPENDIX OF TABLES   【原创书评】好像有不少老师教sampling喜欢用 Sharon L. Lohr 的 Sampling: Design and Analysis. 我上的一堂课就是,但是如果你是刚刚接触到sampling,会被Lohr的notation搞得晕头转向的.我就是靠这本书生存下来的.我个人觉得(对于像我这样的入门者)Rao的这本书绝对比Lohr的那本($155)书值. 强烈建议入门的先看这本书.

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