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Computing Sampling Weights in Large-scale Assessments in Education
[Zeitschriftenartikel]
Abstract Sampling weights are a reflection of sampling design; they allow us to draw valid
conclusions about population features from sample data. This paper explains the
fundamentals of computing sampling weights for large-scale assessments in educational
research. The relationship between the nature of ... mehr
Sampling weights are a reflection of sampling design; they allow us to draw valid
conclusions about population features from sample data. This paper explains the
fundamentals of computing sampling weights for large-scale assessments in educational
research. The relationship between the nature of complex samples and best practices in
developing a set of weights to enable computation of unbiased population estimates is
described. Effects of sampling weights on estimates are shown, as well as potential
consequences of not using weights when analysing data from complex samples. Illustrative
examples are provided in order to make it easy to understand the rationale behind the
mathematical foundations.... weniger
Thesaurusschlagwörter
Antwortverhalten; Stichprobenfehler; Datengewinnung; soziale Schichtung; Schätzung; Bevölkerungsstatistik; Stichprobe; Gewichtung; Messung; Umfrageforschung; Bildungsforschung
Klassifikation
Erhebungstechniken und Analysetechniken der Sozialwissenschaften
Sprache Dokument
Englisch
Publikationsjahr
2015
Seitenangabe
S. 1-13
Zeitschriftentitel
Survey Methods: Insights from the Field (2015)
Heftthema
Weighting: Practical Issues and ‘How to’ Approach
DOI
https://doi.org/10.13094/SMIF-2015-00004
ISSN
2296-4754
Status
Veröffentlichungsversion; begutachtet (peer reviewed)
Lizenz
Creative Commons - Namensnennung, Nicht kommerz., Keine Bearbeitung