LASSO Inference for High Dimensional Predictive Regressions

Zhan Gao, Ji Hyung Lee, Ziwei Mei +1

LASSO inflicts shrinkage bias on estimated coefficients, which undermines asymptotic normality and invalidates standard inferential procedures based on the t-statistic. Given cross…