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  • 标题:GEE Estimation of a Two-Equation Panel Data Model: An Analysis of Wage Dynamics and the Incidence of Profit-Sharing in West Germany.
  • 本地全文:下载
  • 作者:Markus Pannenberg ; Martin Spieß
  • 期刊名称:DIW Diskussionspapiere / Deutsches Institut für Wirtschaftsforschung, Berlin
  • 出版年度:2007
  • 卷号:2007
  • 出版社:Deutsches Institut für Wirtschaftsforschung, Berlin
  • 摘要:We propose a generalized estimating equations approach to the analysis of the mean and the covariance structure of a bivariate time series process of panel data with mixed continuous and discrete dependent variables. The approach is used to jointly analyze wage dynamics and the incidence of profit-sharing in West Germany. Our findings reveal a significantly positive conditional correlation of wages and the incidence of profit-sharing. Furthermore, they indicate that permanent unobserved individual ability is comparatively more important in the profit-sharing than in the wage equation and show that shocks have a long-lasting effect on transitory wages but not on the incidence of profit-sharing. Hence, the results support theoretical predictions that selection into profit-sharing is mostly due to unobservable ability and that profit-sharing ties wages more closely to productivity.
  • 关键词:Generalized estimating equations, covariance structure, longitudinal data, real wages, variable pay
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