TY - GEN
AU - Krause, Thomas
AU - Urban, Dieter
AU - Universität Stuttgart, Fak. 10 Wirtschafts- und Sozialwissenschaften, Institut für Sozialwissenschaften
TI - Panelanalyse mit Mehrebenenmodellen: eine anwendungsorientierte Einführung
KW - quantitative Methode
KW - statistische Analyse
KW - Regressionsanalyse
KW - Längsschnittuntersuchung
KW - Mehrebenenanalyse
KW - Panel
KW - SPSS
KW - SOEP
KW - multilevel models
KW - hybrid models
KW - panel regression
PY - 2013
N2 - Veröffentlichungsversion
N2 - begutachtet
N2 - 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.
BT - Schriftenreihe des Instituts für Sozialwissenschaften der Universität Stuttgart -SISS- ; Bd. 1/2013
CY - Stuttgart
UR - http://slubdd.de/katalog?TN_libero_mab2
ER -
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