Andreas Quatember

Pseudo-Populations

A Basic Concept in Statistical Surveys

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-319-35280-0
• Softcover reprint of the original 1st ed. 2015
• Seitenzahl: 148
• Erscheinungstermin: 23. August 2016
• Englisch
• Abmessung: 235mm x 155mm x 9mm
• Gewicht: 238g
• ISBN-13: 9783319352800
• ISBN-10: 3319352806
• Artikelnr.: 48938100

Autorenporträt

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".

Inhaltsangabe

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.

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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.

Rezensionen

"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)