Testing Many Zero Restrictions in a High Dimensional Linear Regression Setting

Jonathan B. Hill

We propose a test of many zero parameter restrictions in a high dimensional linear iid regression model with $k$ $>>$ $n$ regressors. The test statistic is formed by estimating key…