Hi Andy,
My personal opinion is that the assumption of homogeneity of regression for ANCOVA is really an old school stuff. Without knowing (or testing) whether the groups have the same covariate effect, a prior assumption seems a little foolhardy.
Having said that, 3dttest++ and 3dMEMA both have the capability to model the same or different covariate effect across groups. 3dMEMA has the option -covariates_model slope=different/same for that purpose.
Alternatively, you can pretend that you have only *one* group, and then dummy code your groups as a covariate. That way you can decide you want to model as well as test the groups with the same or different covariate effect in 3dttest++ or 3dMEMA. More specifically if you want different covariate effect across groups, add an interaction column in the covariate file. With 0/1 coding, you can check whether the groups have significant different covariate effect.
Gang
Edited 1 time(s). Last edit at 04/18/2013 12:31PM by Gang.