Estimating a Multilevel Model with Complex Survey Data: Demonstration using TIMSS

Estimating a Multilevel Model with Complex Survey Data: Demonstration using TIMSS

Analysis of complex survey data is demonstrated for the multilevel model. Description of specific aspects of analysis, including plausible values, sampling weights, and replicate weights is provided. Following this, example TIMSS data and models are described and results are presented.

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Veröffentlicht in:Journal of modern applied statistical methods 2020-09, Vol.18 (2), p.2-20
1. Verfasser: Lorah, Julie
Format: Artikel
Sprache:eng
Online-Zugang:Volltext
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Beschreibung
Zusammenfassung:Analysis of complex survey data is demonstrated for the multilevel model. Description of specific aspects of analysis, including plausible values, sampling weights, and replicate weights is provided. Following this, example TIMSS data and models are described and results are presented.
ISSN:1538-9472
1538-9472
DOI:10.22237/jmasm/1604190360