This section discusses quantile regression as an econometric tool to estimate duration models and
addresses various issues involved. Quantile regression are contrasted with the popular proportional
hazard rate model. The section provides a short survey on the important methodological aspects,
not all of them will be addressed in the subsequent empirical application.