Chi-Square Tests.

Abstract : This report is an exposition of chi-square tests in the context of modern large-sample theory. The paper provides some historical and practical motivation and necessary background on large-sample methods and especially on multivariate normal random variables and their quadratic forms. There follows a unified exposition of the distribution of general chi-square statistics and of construction of statistics having a specified and limiting null distribution. (Author)