Fig. 3.
Family-wise error rates with two covariates: family-wise error rates of the robust test procedure (WB), the permutation method (PM), random field F tests (RF-F), and the χ2 field based on Wn(d) (RF-C) under the linear model (19) with two covariates (Covs) (20). We consider sample sizes of 10, 20, and 40 subjects, four differing correlations, ρ = 0, 0.25, 0.5, and 0.75, and two differing distributions, including homogeneous variance (HMV) and heterogeneous variance (HTV), at the 5% significance level. (a) n = 10, 2 Covs, and HMV; (b) n = 20, 2 Covs, and HMV; (c) n = 40, 2 Covs, and HMV; (d) n = 10, 2 Covs, and HTV; (e) n = 20, 2 Covs, and HTV; (f) n = 40, 2 Covs, and HTV.