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Statistics - Statistical Theory and Methods | The Generation of Pseudo-Populations - A Basic Concept in Statistical Surveys

The Generation of Pseudo-Populations

A Basic Concept in Statistical Surveys

Quatember, Andreas

2015, Approx. 150 p.

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  • 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              

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.

Content Level » Research

Keywords » Nonresponse - Randomized Response Techniques - Sampling Theory - Statistical Disclosure Control - Survey Methodology

Related subjects » Social Sciences - Social Sciences & Law - Statistical Theory and Methods

Table of contents 

​Statistical Surveys.- Classical Fullresponse Sampling Theory.- Nonresponse and Untruthful Answering.- The Bootstrap Method in Survey Sampling.- Generalized Randomized Response Questioning Designs.- The CSI Method for Statistical Disclosure Control.              

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