Inferential Problems in Survey Sampling

Inferential Problems in Survey Sampling PDF

Author: Parimal Mukhopadhyay

Publisher: New Age International

Published: 1996

Total Pages: 266

ISBN-13: 9788122407549

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This Book Provides A Comprehensive Account Of Survey Sampling Theory In Fixed Population Approach And Model Based Approach. After Making A Critical Review Of Different Results In Fixed Population Set Up It Shows How Super Population Models Can Be Exploited To Produce Optimal And Robust Sampling Strategies, Specially In Large Scale Sample Surveys. The Central Theme Of The Book Is The Use Of Super Population Models In Making Inference From Sample Surveys. The Book Also Gives Suitable Emphasis On Different Practical Aspects, Like Choice Of Sampling Designs, Variance Estimation, Different Replication And Resampling Procedures.The Author Has Taken Care To Presuppose Nothing More On The Part Of The Reader Than A First Course In Statistical Inference, Sampling Theory And Regression Analysis. He Has Systematically Arranged The Main Results, Supplied Short Proofs, Examples, Explanatory Notes And Remarks And Indicated Research Areas. The Book Will Be Very Useful To Researchers. The Survey Practitioners Will Also Find Some Part Of The Book Very Helpful.

Sample Surveys: Inference and Analysis

Sample Surveys: Inference and Analysis PDF

Author:

Publisher: Morgan Kaufmann

Published: 2009-09-02

Total Pages: 667

ISBN-13: 0080963544

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Handbook of Statistics_29B contains the most comprehensive account of sample surveys theory and practice to date. It is a second volume on sample surveys, with the goal of updating and extending the sampling volume published as volume 6 of the Handbook of Statistics in 1988. The present handbook is divided into two volumes (29A and 29B), with a total of 41 chapters, covering current developments in almost every aspect of sample surveys, with references to important contributions and available software. It can serve as a self contained guide to researchers and practitioners, with appropriate balance between theory and real life applications. Each of the two volumes is divided into three parts, with each part preceded by an introduction, summarizing the main developments in the areas covered in that part. Volume 1 deals with methods of sample selection and data processing, with the later including editing and imputation, handling of outliers and measurement errors, and methods of disclosure control. The volume contains also a large variety of applications in specialized areas such as household and business surveys, marketing research, opinion polls and censuses. Volume 2 is concerned with inference, distinguishing between design-based and model-based methods and focusing on specific problems such as small area estimation, analysis of longitudinal data, categorical data analysis and inference on distribution functions. The volume contains also chapters dealing with case-control studies, asymptotic properties of estimators and decision theoretic aspects. Comprehensive account of recent developments in sample survey theory and practice Covers a wide variety of diverse applications Comprehensive bibliography

Theory of Sample Surveys

Theory of Sample Surveys PDF

Author: M. Thompson

Publisher: CRC Press

Published: 1997-08-01

Total Pages: 324

ISBN-13: 9780412317804

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Following the chronological development of sample surveys, this book provides an analysis of the mathematical and statistical theory of the subject. The text begins with the mathematics of randomized sampling designs as well as a general treatment of estimation of population totals through the Horvits-Thompson estimator and its variants. The book then examines approximations and limit theorems for the distribution of the estimators and design-based estimation of other population quantities. It concludes with chapters concerning inference from surveys. Theory of Sample Surveys will assist in a range of applications, including: auditing quality monitoring market research wildlife surveys mining exploration agriculture and business surveys population health studies This book acts as an exceptional resource for survey methodologists in government organizations as well as lecturers and graduate students in statistics and biostatistics.

Combined Survey Sampling Inference

Combined Survey Sampling Inference PDF

Author: Ken Brewer

Publisher: Hodder Education

Published: 2002

Total Pages: 316

ISBN-13: 9780340692295

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Sampling is a fundamental part of the science of statistics. This comprehensive book presents the theory and practice of sampling - it is practically based and includes questions, answers. It explains what can be achieved without resorting to complicated procedures and heavy mathematics with a focus on sample surveying. Discussion and explanation of other sampling techniques is also included.

An Introduction to Model-Based Survey Sampling with Applications

An Introduction to Model-Based Survey Sampling with Applications PDF

Author: Ray L. Chambers

Publisher: Oxford University Press

Published: 2012-01-12

Total Pages: 280

ISBN-13: 019856662X

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This text brings together important ideas on the model-based approach to sample survey, which has been developed over the last twenty years. Suitable for graduate students and professional statisticians, it moves from basic ideas fundamental to sampling to more rigorous mathematical modelling and data analysis and includes exercises and solutions.

Survey Sampling

Survey Sampling PDF

Author: Leslie Kish

Publisher: New York : Wiley

Published: 1965-01-15

Total Pages: 672

ISBN-13:

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Fundamentals of survey sampling; Special problems and techniques; Related concepts.

Survey Sampling

Survey Sampling PDF

Author: Parimal Mukhopadhyay

Publisher: Alpha Science International, Limited

Published: 2007

Total Pages: 0

ISBN-13: 9781842653746

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Survey Sampling reviews aspects of statistical inference in finite population sampling. After reviewing important results in fixed population models, the book considers in detail the model-dependent optimal strategies of Royall and Herson (1973) and the robustification of these strategies under model breakdown. It then reviews model assist strategies of Cassel, Sarndal and Wretman (1976) and Wright (1983). Asymptotic properties of these strategies are also reviewed. Another approach is design-based calibration of Deville and Sarndal (1992). Design-based conditional inference is an alternative approach which has drawn considerable attention to survey statisticians. Lastly the book reviews two important tools of making inference, -Model Calibration approach and Empirical Likelihood based approach. Post-stratification is another aspect which requires considerable attention.

A Comprehensive Textbook on Sample Surveys

A Comprehensive Textbook on Sample Surveys PDF

Author: Arijit Chaudhuri

Publisher: Springer Nature

Published: 2022-05-08

Total Pages: 273

ISBN-13: 9811914184

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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.

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