An introduction to how chi-square and classical exact tests often wildly misreport significance and how the remedy lies in computers

William Perkins, Mark Tygert, Rachel Ward

Goodness-of-fit tests based on the Euclidean distance often outperform chi-square and other classical tests (including the standard exact tests) by at least an order of magnitude w…