We develop a regression decomposition technique for hazard rate models, where the difference in observed rates is decomposed into components attributable to group differences in characteristics and group differences in effects. The baseline hazard is specified using a piecewise constant...

The purpose of this research is to explain the variation in the utilization of drug therapy for the medical conditions of depression, high cholesterol, and hypertension between Hispanics, non-Hispanic blacks, and non-Hispanics whites using Oaxaca-type decomposition analysis based on logit...

The paper examines the comparative economic wellbeing of female- and male-headed households among Serbs and Albanians in post-conflict Kosovo. Evidence from the living standards measurement study (LSMS) household survey, 2001, shows that Serb households, both those headed by women and men, are...

The major contribution of this paper is finding a new and general approach to decomposing log-wage differentials when selection effects are present. We divide the observed log-wage differentials between two groups into 1) differentials in predicted log-wages computed using observed individual...

We introduce a structural model which jointly estimates the full-time wage premium and female labor supply, using the piecewise-linear budget constraint method. Our model incorporates a discontinuous budget line at cut-off hours (35 hours a week), caused by the coexistence of both full- and...

This paper studies the level and the causes of earnings inequality in late nineteenth century America and Britain using microdata from the United States Commissioner of Labor Survey in 1890 and 1891. We examine whether lessons from studies on changes in earnings inequality over time -- the...

We examine the labor market performance of return migrants using the Hungarian Household Panel Survey. Two distinct selection issues are considered in the estimation of the earnings equation; we implement a natural method using MLE. The result that there is a 'premium' to work experience abroad...

This paper introduces a new and simple decomposition method for a binary choice model that is equivalent to the Blinder-Oaxaca decomposition analysis for wage differentials. The decomposition method is first developed for a single probit model and later generalized to a simultaneous equations...

East Germany underwent rapid transition from a socialist to a market economy since the fall of the Berlin Wall. We are interested in whether women are better off or worse off relative to men as a result of this transition. We use the German Socio-Economic Panel Data 1990-1997 to study wage...

We estimate the determinants of earnings for both the self-employed and wage/salary sectors in an economy undergoing transition from socialism to greater market orientation. We adopt a (full information) MLE methodology in addition to Heckman's two-step method, while taking both participation...