Survey sampling : theory and methods

Foreword Preface to the Second Edition Preface to the First Edition ESTIMATION IN FINITE POPULATIONS: A UNIFIED THEORY Introduction Elementary Definitions Design-Based Inference Sampling Schemes Controlled Sampling STRATEGIES DEPENDING ON AUXILIARY VARIABLES Representative Strategies Examples of Representative Strategies Estimation of the Mean Square Error Estimation of Mp(t ) for Specific Strategies Calibration CHOOSING GOOD SAMPLING STRATEGIES Fixed Population Approach Superpopulation Approach Estimating Equation Approach Minimax Approach PREDICTORS Model-Dependent Estimation Prior Distribution-Based Approach ASYMPTOTIC ASPECTS IN SURVEY SAMPLING Increasing Populations Consistency, Asymptotic Unbiasedness Brewer's Asymptotic Approach Moment-Type Estimators Asymptotic Normality and Confidence Intervals APPLICATIONS OF ASYMPTOTICS A Model-Assisted Approach Asymptotic Minimaxity DESIGN- AND MODEL-BASED VARIANCE ESTIMATION Ratio Estimator Regression Estimator HT Estimator GREG Predictor Systematic Sampling MULTISTAGE, MULTIPHASE, AND REPETITIVE SAMPLING Variance Estimators Due to Raj and Rao in Multistage Sampling: More Recent Developments Double Sampling with Equal and Varying Probabilities: Design-Unbiased and Regression Estimators Sampling on Successive Occasions with Varying Probabilities RESAMPLING AND VARIANCE ESTIMATION IN COMPLEX SURVEYS Linearization Jackknife Interpenetrating Network of Subsampling and Replicated Sampling Balanced Repeated Replication Bootstrap SAMPLING FROM INADEQUATE FRAMES Domain Estimation Poststratification Estimation from Multiple Frames Small Area Estimation Conditional Inference ANALYTIC STUDIES OF SURVEY DATA Design Effects on Categorical Data Analysis Regression Analysis from Complex Survey Data RANDOMIZED RESPONSE SRSWR for Qualitative and Quantitative Data A General Approach INCOMPLETE DATA Nonsampling Errors Nonresponse Callbacks Weight Adjustments Use of Superpopulation Models Adaptive Sampling and Network Sampling Imputation EPILOGUE Appendix References List of Abbreviations, Special Notations, and Symbols Author Index Subject Index