Expansion for moments of regression quantiles with application to nonparametric testing

Enno Mammen, Ingrid Van Keilegom, Kyusang Yu

We discuss nonparametric tests for parametric specifications of regression quantiles. The test is based on the comparison of parametric and nonparametric fits of these quantiles. T…