A Comprehensive Textbook on Sample Surveys
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Beschreibung
As a comprehensive textbook in survey sampling, this book discusses the inadequacies of classic, designed-based inferential procedures and provides alternative approaches in the form of model formulations, model-design-based procedures of analysis, inference and interpretation. The book focuses on a wide range of topics which included Bayesian and Empirical Bayesian approaches, complex procedures of stratification, clustering, sampling in multi stages and phases, linear and non-linear estimation of parameters, small area estimation by spatial and chronological modelling, network and adaptive sampling methods and more. The book includes detailed case studies and exercises, making it valuable for students of statistics, specifically survey sampling.
As a comprehensive textbook in survey sampling, this book discusses the inadequacies of classic, designed-based inferential procedures and provides alternative approaches in the form of model formulations, model-design-based procedures of analysis, inference and interpretation. The book focuses on a wide range of topics which included Bayesian and Empirical Bayesian approaches, complex procedures of stratification, clustering, sampling in multi stages and phases, linear and non-linear estimation of parameters, small area estimation by spatial and chronological modelling, network and adaptive sampling methods and more. The book includes detailed case studies and exercises, making it valuable for students of statistics, specifically survey sampling.
Serves as a comprehensive textbook in survey sampling Provides alternative approaches to inadequate classic procedures Includes detailed case studies and exercises
Autor*in
Arijit Chaudhuri
Themen in »A Comprehensive Textbook on Sample Surveys«
sample sureveys sampling theory field survey techniques indirect and randomized survey techniques adaptive and network sampling qualitative and quantitative data small domain statistics development small area estimation Bayes approach imputation