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https://doi.org/10.12758/mda.2014.011
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A simulation approach to estimate inclusion probabilities for PIAAC Germany
Simulationen zur Schätzung der Inklusionswahrscheinlichkeit bei PIAAC Deutschland
[Zeitschriftenartikel]
Abstract "In PIAAC (Programme for the International Assessment of Adult Competencies) inclusion probabilities have to be known for every respondent at each sampling stage in all participating countries. However, in some cases it is not possible to calculate inclusion probabilities for a sample survey analyti... mehr
"In PIAAC (Programme for the International Assessment of Adult Competencies) inclusion probabilities have to be known for every respondent at each sampling stage in all participating countries. However, in some cases it is not possible to calculate inclusion probabilities for a sample survey analytically - although the underlying design is probabilistic. In such cases, simulation studies can help to estimate inclusion probabilities and thus ensure that the necessary basis for the calculation of design weights is available. In this section, we present a Monte Carlo simulation using the German sample data. During the selection process for PIAAC Germany an error had occurred. Because of that, it was not possible to determine the inclusion probabilities analytically. Therefore a simulation study with 10,000 runs of the erroneous selection process was set up. As a result it was possible to compute the inclusion probabilities for the sample of PIAAC Germany." (author's abstract)... weniger
Thesaurusschlagwörter
Umfrageforschung; Datengewinnung; Stichprobe; Fehler; Bundesrepublik Deutschland
Klassifikation
Erhebungstechniken und Analysetechniken der Sozialwissenschaften
Freie Schlagwörter
Monte Carlo simulation; inclusion probabilities; PIAAC Germany
Sprache Dokument
Englisch
Publikationsjahr
2014
Seitenangabe
S. 267-280
Zeitschriftentitel
Methods, data, analyses : a journal for quantitative methods and survey methodology (mda), 8 (2014) 2
Heftthema
The implementation of PIAAC in Germany
ISSN
2190-4936
Status
Veröffentlichungsversion; begutachtet (peer reviewed)