Overview
- The book delivers an intuitive access to the basic ideas of sampling
- Develops theory for advanced methods based on this intuitive access
- Helps to combine (classical) full response sampling theory with the practice of nonresponse and untruthful answering
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Table of contents (7 chapters)
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Front Matter
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Back Matter
Keywords
About this book
This book emphasizes that artificial or pseudo-populations play an important role in statistical surveys from finite universes in two manners: firstly, the concept of pseudo-populations may substantially improve users’ understanding of various aspects in the sampling theory and survey methodology; an example of this scenario is the Horvitz-Thompson estimator. Secondly, statistical procedures exist in which pseudo-populations actually have to be generated. An example of such a scenario can be found in simulation studies in the field of survey sampling, where close-to-reality pseudo-populations are generated from known sample and population data to form the basis for the simulation process.
The chapters focus on estimation methods, sampling techniques, nonresponse, questioning designs and statistical disclosure control.
This book is a valuable reference in understanding the importance of the pseudo-population concept andapplying it in teaching and research.Reviews
“This book attempts to present the theory of sample selection and estimation in the context of sampling from finite populations via a concept called ‘pseudo-populations’. … On the whole, this book is a welcome addition to the subject. … it will serve as a useful reference for graduate students specializing in survey sampling.” (Aloke Dey, Mathematical Reviews, May, 2016)
Authors and Affiliations
About the author
Andreas Quatember is Associate Professor at the Department for Applied Statistics (IFAS) at the Johannes Kepler University JKU in Linz (Austria). He studied Statistics and wrote his doctoral thesis on "Quota Sampling". His main research topics are sampling theory and survey methodology. Currently, he is working on the project “Data quality in statistical surveys”.
Bibliographic Information
Book Title: Pseudo-Populations
Book Subtitle: A Basic Concept in Statistical Surveys
Authors: Andreas Quatember
DOI: https://doi.org/10.1007/978-3-319-11785-0
Publisher: Springer Cham
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Hardcover ISBN: 978-3-319-11784-3Published: 08 October 2015
Softcover ISBN: 978-3-319-35280-0Published: 23 August 2016
eBook ISBN: 978-3-319-11785-0Published: 16 September 2015
Edition Number: 1
Number of Pages: X, 138
Topics: Statistical Theory and Methods, Statistics for Social Sciences, Humanities, Law, Methodology of the Social Sciences