High-dimensional inference on jumps in nonparametric time series regression models

Likai Chen, Georg Keilbar, Liangjun Su +1

We study simultaneous inference on jumps in the conditional mean functions of a high-dimensional collection of heterogeneous nonparametric time series, where the number of series m…