Prewhitened Long-Run Variance Estimation Robust to Nonstationarity

Alessandro Casini, Pierre Perron

We introduce a nonparametric nonlinear VAR prewhitened long-run variance (LRV) estimator for the construction of standard errors robust to autocorrelation and heteroskedasticity th…