Pseudo-Populations

Name: Pseudo-Populations
Brand: Springer International Publishing AG
SKU: 9783319117843
Price: 1147 CZK
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A Basic Concept in Statistical Surveys

Autor: Andreas Quatember

Jazyk:

Vazba: Pevná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

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For statistical surveys, users understanding of estimation processes can be substantially improved b...

Informace o knize

Autor

Andreas Quatember

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2015

Stránek

138

EAN

9783319117843

ISBN

331911784X

Enbook ID

05338628

Vydavatel

Springer International Publishing AG

Hmotnost

370

Rozměry

162 x 247 x 14

Kompletní popis

For statistical surveys, users understanding of estimation processes can be substantially improved by the concept of generating an artificial pseudo-population for the original population from the sample drawn. Methods such as data imputation and weighting adjustment to compensate for nonresponse can also be explained this way. With or without nonresponse, the actual estimation of the parameter under study is done by calculating this parameter in the imagined pseudo-population. The accuracy of the estimate under different sampling schemes can then be explained by the quality of the pseudo-population generated with regard to the parameter of interest. Another context in which this basic tool from statistical survey analysis offers guidance is the finite population bootstrap. Furthermore, alternative randomized response questioning designs, intended to reduce nonresponse and untruthful answering by increasing the respondents privacy protection, can be applied to general probability sampling.§§Lastly, generating pseudo-populations is very important in the field of statistical disclosure control used by official statisticians.§

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Pseudo-Populations

A Basic Concept in Statistical Surveys

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také