Multiscale inference and long-run variance estimation in nonparametric regression with time series errors

Marina Khismatullina, Michael Vogt

In this paper, we develop new multiscale methods to test qualitative hypotheses about the regression function m in a nonparametric regression model with fixed design points and tim…