Lasso Inference for High-Dimensional Time Series

Robert Adamek, Stephan Smeekes, Ines Wilms

In this paper we develop valid inference for high-dimensional time series. We extend the desparsified lasso to a time series setting under Near-Epoch Dependence (NED) assumptions a…