chi-square statistic [statistics] A statistic used to assess how well a model fits the data. It compares categorized data with a multinomial model that predicts the relative frequency of outcomes in each category to see to what extent they agree. Related Terms analysis of variance autocorrelation binomial distribution cluster analysis correlation