Pseudo-Populations

A Basic Concept in Statistical Surveys

Andreas Quatember

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Beschreibung


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 and applying it in teaching and research.


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”.

Produktdetails

Einband gebundene Ausgabe
Seitenzahl 138
Erscheinungsdatum 08.10.2015
Sprache Englisch
ISBN 978-3-319-11784-3
Verlag Springer
Maße (L/B/H) 24,1/16/1,4 cm
Gewicht 3495 g
Abbildungen 32 schwarzweisse Abbildungen
Auflage 1st ed. 2015

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  • Statistical Surveys.- The Pseudo-Population Concept .- Nonresponse and Untruthful Answering.- Simulation Studies in Survey Sampling.- The Bootstrap Method in Survey Sampling.- Generalized Randomized Response Questioning Designs.- A Unified Framework for Statistical Disclosure Control.- References.- Subject Index.