On the Solution to the Behrens-Fisher Problem and Its Generalization to the Pairwise Multiple Comparisons


Book Description

Weerahandi (1995b) suggested a generalization of the Fisher's solution to the Behrens-Fisher problem to the problem of multiple comparisons with unequal variances by the method of generalized -values. In this paper we present a brief outline of the Fisher's solution and its generalization as well as the methods to calculate the -values required for deriving the conservative joint confidence interval estimates for the pairwise mean differences, refered to as the generalized Scheffé intervals. Further, we present the corresponding tables with critical values for simultaneous comparisons of the mean differences of up to = 6 normal populations with unequal variances based on independent random samples with very small sample sizes.