What Newey-West does to a backtest t-statistic: 18 months became two
A Newey-West standard error corrects a t-statistic for autocorrelation. On my engine's 12-month panel it turned 18 monthly readings with a t-statistic of negative 18.8 into about two independent observations. The arithmetic, the lag choi…