Hi Michaël
Definitely the first option,
"Every
Subjects’ RIS" (file INV.*.ZScorePO.ris). These are indeed the EEG data transformed into the brain via the inverse matrix.
The second list of files, <something>.ZScoreFactors.ris (as well as
<something>.ZScoreFactors.sef), contain only the re-calibration factors used at each solution points, for each subject. They can be saved for checking how well the standardization went for each subject, and/or to be reloaded for any later new RIS computation, because we definitely want the same calibration each time.
Another way to check is to simply visualize one or two of these files: the first group has the same number of time points as the input EEG, while the second group is only 2 "time points", namely the centering and spreading (kind of the Mean and Standard Deviation) values, for each solution points.
Best,
Denis