The independence process in conditional quantile location-scale models and an application to testing for monotonicity

Melanie Birke, Natalie Neumeyer, Stanislav Volgushev

In this paper the nonparametric quantile regression model is considered in a location-scale context. The asymptotic properties of the empirical independence process based on covari…