There’s no need to concatenate the input data and treat the fourth dimension as time. Instead, you can use the option -covariates
in 3dttest++
to include the predictor as a voxel-level covariate.
For addressing multiple testing, we suggest following the "highlight, but don’t hide" approach, as outlined in this blog post.
Gang Chen