The understanding of co-movements, dependence, and influence between variables of interest is key in many applications. Broadly speaking such understanding can lead to better predictions and decision making in many settings. We propose Quantile Graphical Models (QGMs) to characterize prediction...

This paper reviews recent developments in nonparametric identi.cation of mea- surement error models and their applications in applied microeconomics, in particular, in empirical industrial organization and labor economics. Measurement error models describe mappings from a latent distribution to...

Die Bildungsreformen der sechziger Jahre sollten das Bildungsniveau der Westdeutschen anheben. Die Analyse der Daten des Mikrozensus weist darauf hin, dass die durch die Bildungsreformen intendierte Bildungsexpansion schon vor 1960 begonnen hat. Mit dem Conditional Mean Independence Ansatz...