White noise and other experiments on augmented Dickey-Fuller tests

Abstract

Various methods for choosing the appropriate degree of ‘augmentation’ for augmented Dickey-Fuller tests are compared using Monte Carlo experiments. A commonly used method is found to result in very low power

It is interesting that Humans try to find Meaningful Patterns in things that are essentially random. (Commander Data, Star Trek, 1992)