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A Selection Model for Panel Data: The Prospects of Green Party Support

Martin Spiess and Martin Kroh

EconStor Open Access Articles and Book Chapters, 2010, vol. 18, issue 2, 172-188

Abstract: Although sample selection bias is a frequent problem of applied research, there has been no generalization of sample selection models with binary dependent variables of interest to data with temporal error correlations. We suggest a generalized estimating equation approach to panel data selection models, considering binary responses in both equations. We demonstrate the utility of this model by a simulation study and by analyzing highly unbalanced annual panel data taken from the German Socio-Economic Panel Study covering two decades of Green party support.

Date: 2010
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