Determining Whether Two Data Sets Are from the Same Distribution

  • Hyde Park RoadSanta Fe
  • Published 1995
This paper presents two Bayesian alternatives to the chi-squared test for determining whether a pair of categorical data sets were generated from the same underlying distribution. It then discusses such alternatives for the Kolmogorov-Smirnov test, which is often used when the data sets consist of real numbers.