Panelanalyse mit Mehrebenenmodellen: eine anwendungsorientierte Einführung

Media type: E-Book
Title: Panelanalyse mit Mehrebenenmodellen: eine anwendungsorientierte Einführung
Other titles: Panel analysis with multilevel models: an application-oriented introduction
Contributor: Krause, Thomas [Author]; Urban, Dieter [Author]
Corporation:
imprint: Stuttgart, 2013
Published in: Schriftenreihe des Instituts für Sozialwissenschaften der Universität Stuttgart -SISS- ; Bd. 1/2013
Extent: 51 S.
Language: German
Identifier:

Keywords: quantitative Methode ; statistische Analyse ; Regressionsanalyse ; Längsschnittuntersuchung ; Mehrebenenanalyse ; Panel ; SPSS ; SOEP ; multilevel models ; hybrid models ; panel regression
Origination:
Footnote: Veröffentlichungsversion
begutachtet
Description: This paper describes how to use multi-level models for longitudinal studies with panel data. A special focus is set on the specification and estimation of hybrid models combining some advantages of models for fixed-effect and random-effects panel regression. The paper addresses some basic principles of multi-level- and panel analysis but it also discusses some very special problems of longitudinal analysis like centering of variables. It presents an example of a stepwise, applied panel regression analysis within a multi-level-model approach using the data of the SOEP (the national German socio-economic panel study) and the SPSS-MIXED-software. After reading this paper every social research scholar should be able to perform his/her first longitudinal analysis by multi-level modeling.
Access State: Open Access
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