In this paper we explore the application of structured additive distributional regression for the analysis of conditional income distributions in Germany following the reunification. Using a bootstrapped Kolmogorov-Smirnov test we find that conditional personal income distributions can generally...

In this paper, we propose a unified Bayesian approach for multivariate structured additive distributional regression analysis where inference is applicable to a huge class of multivariate response distributions, comprising continuous, discrete and latent models, and where each parameter of these...

In this paper we construct simultaneous confidence bands for a smooth curve using penalized spline estimators. We consider three types of estimation methods: (i) as a standard (fixed effect) nonparametric model, (ii) using the mixed model framework with the spline coefficients as random effects...

The thesis consists of four essays in the broad spectrum of development economics. While the first three essays are in the sphere of poverty measurement, the fourth essay is on the topic of trade and development. In recent years, the issue of international poverty measurement gained in...

Politische Entscheidungsträger stehen heute vor der Herausforderung, dem Klimawandel zu begegnen, ohne das Entwicklungspotential von Entwicklungsländern einzuschränken. In diesem Zusammenhang trägt diese Arbeit zur Beantwortung der Frage bei, ob Entwicklung ohne höheren CO2-Ausstoß...

Estimating nonlinear effects of continuous covariates by penalized splines is well established for regressions with cross-sectional data as well as for panel data regressions with random effects. Penalized splines are particularly advantageous since they enable both the estimation of unknown...