I show a simple back-of-the-envelope method for calculating marginal effects in binary choice and count data models. The approach suggested here focuses attention on marginal effects at different points in the distribution of the dependent variable rather than representative points in the joint...

Imagine we have two different samples and are interested in doing semi- or nonparametric regression analysis in each of them, possibly on the same econometric model. In this article we consider the problem of testing whether a specific covariate has different impacts on the regression curve in...

The aim of this paper is to identify the explanatory factors of job satisfaction of employees in Spain, with special emphasis on gender and nationality differences. For doing that, an ordered multiple answer model will be estimated, using data from the Living Standards Quality in the Job...

This paper addresses the estimation of a semiparametric sample selection index model where both the selection rule and the outcome variable are binary. Since the marginal effects are often of primary interest and are difficult to recover in a semiparametric setting, we develop estimators for...

Gut ausgebildete Ingenieurinnen und Ingenieure, insbesondere aus den Bereichen Maschinenbau und Elektrotechnik werden in Deutschland überdurchschnittlich stark nachgefragt. Dies gilt vor allem in Bayern. Hier liegt das Verhältnis zwischen Vakanzen und Arbeitslosen bei drei zu eins. Mit Blick...

Discrete-continuous models have become a common technique for addressing selectivity biases in data sets with endogenously partitioned observational units. Alternative two-stage approaches have been suggested by LEE (1983), DUBIN and MCFADDEN (1984), and DAHL (2002), all of which capture the...

The German secondary school stream-system has three levels: minimum (Hauptschule), general (Realschule), and university-entry (Gymnasium). Using the German Socio-Economic Panel (GSOEP), we examine determinants of school attainment of German and foreign pupils in West Germany 1984-1993 using an...

In the nineties in the financial sector, there was an unprecedented process of mergers and acquisitions in Europe. This trend started in the United States in the eighties, quickly spreading to Europe. The study analyzes the variables that have a marginal effect on the probability by a financial...

Empirical studies on the relationship between income and happiness commonly use standard ordered response models, the most well-known representatives being the ordered logit and the ordered probit. However, these models restrict the marginal probability effects by design, and therefore limit the...

In non-linear regression models, such as the heteroskedastic probit model, coefficients cannot be interpreted as marginal effects. Marginal effects can be computed as a non-linear combination of the regression coefficients. Standard errors of the marginal effects needed for inference and...