Bootstrap prediction intervals for single period regression forecasts

The prediction interval formula for the forecast of a regression-dependent variable conditional upon known future values for the independent variables and normally distributed disturbances is commonly taught and used. This pedagogic note illustrates how badly this standard formula can fail when the disturbances are nonnormal, with the degree of failure increasing rather than decreasing with sample size. A small Monte Carlo experiment emphasizes …