LASSO-Driven Inference in Time and Space

Victor Chernozhukov, Wolfgang K. Härdle, Chen Huang +1

We consider the estimation and inference in a system of high-dimensional regression equations allowing for temporal and cross-sectional dependency in covariates and error processes…