Phillips, Peter C.B.; Choi, Chi-Young; Sul, Donggyu - School of Management, Yale University - 2004
HAC estimation commonly involves the use of prewhitening filters based on simple autoregressive models. In such applications, small sample bias in the estimation of autoregressive coefficients is transmitted to the recoloring filter, leading to HAC variance estimates that can be badly biased....