Recent studies emphasize the impact of macroeconomic factors on educational attainment. They show that although individual factors like the educational level of one's parents play a decisive role in determining the human capital accumulation of the children, the cohort size as well as the local...

Recent studies emphasize the impact of macroeconomic factors on educational attainment. They show that although individual factors like the educational level of one’s parents play a decisive role in determining the human capital accumulation of the children, the cohort size as well as the...

A heterogeneous thresholds probit for ordered ratings is developed to remove conditional independence among responses and incorporate respondent traits. We propose a semiparametric approach to relaxing normality of random-effects in the probit model that account for differences in response...