Chi-square and classical exact tests often wildly misreport significance; the remedy lies in computers

William Perkins, Mark Tygert, Rachel Ward

If a discrete probability distribution in a model being tested for goodness-of-fit is not close to uniform, then forming the Pearson chi-square statistic can involve division by ne…