Uniform Inference on High-dimensional Spatial Panel Networks

Victor Chernozhukov, Chen Huang, Weining Wang

We propose employing a high-dimensional generalized method of moments (GMM) estimator, regularized for dimension reduction and subsequently debiased to correct for shrinkage bias (…