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A generalization of Nagin's finite mixture model
Schiltz, Jang
2015In Stemmler, Mark; von Eye, Alex; Wiedermann, Wolfgang (Eds.) Dependent data in social sciences research: Forms, issues, and methods of analysis
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Keywords :
Statistical Models; Developmental trajectories; Generalized Finite Mixture Models; Trajectory Modeling
Abstract :
[en] We present a generalization of Daniel Nagin’s finite mixture model that allows non parallel trajectories for different values of covariates. We investigate some mathematical properties of this model and illustrate its use by giving typical salary curves for the employees in the private sector in Luxembourg between 1981 and 2006, as a function of their gender, as well as of Luxembourg’s gross domestic product (GDP).
Disciplines :
Mathematics
Author, co-author :
Schiltz, Jang ;  University of Luxembourg > Faculty of Law, Economics and Finance (FDEF) > Luxembourg School of Finance (LSF)
External co-authors :
no
Language :
English
Title :
A generalization of Nagin's finite mixture model
Publication date :
November 2015
Main work title :
Dependent data in social sciences research: Forms, issues, and methods of analysis
Editor :
Stemmler, Mark
von Eye, Alex
Wiedermann, Wolfgang
Publisher :
Springer
Pages :
17
Peer reviewed :
Peer reviewed
Available on ORBilu :
since 16 October 2014

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