Hi Will,
> In trying to prep data for an RSA analysis, your 3dLSS program is wonderfully efficient.
Efficient in what sense? Compared to 3dDeconvolve/3dREMLfit?
> 3dLSS does not have an option for outputting t-maps.
From the modeling perspective, 3dLSS is inferior to 3dDeconvolve/3dREMLfit. Essentially 3dLSS is a band-aid approach to fixing the potential numerical problem of high collinearity when the individual trials are too close to each other. If your experimental design is well-optimized, it would be much preferable to directly use 3dDeconvolve/3dREMLfit instead of 3dLSS. It is also because of the band-aid approach with 3dLSS that makes it difficult to provide statistical evidence (e.g., t-statistics).
Gang