Table 6 LME model to analyse the effect of motion (translation) on pattern correlation.
From: The DecNef collection, fMRI data from closed-loop decoded neurofeedback experiments
y = pattern correlation | |||||
|---|---|---|---|---|---|
formula (Wilkinson notation) | y ~ 1 + m + (1 | st) + (1 + st | prt) where m: motion reg.: translation, st: study, prt: participants | ||||
Fixed effect | β (SE) | tStat | DF | P | CI |
(Intercept) | 0.926 (0.065) | 14.14 | 36709 | 2.82 × 10−45 | [0.797 1.054] |
Mean translation | −0.169 (0.012) | −13.56 | 36709 | 8.94 × 10−42 | [−0.194 −0.145] |
Random effects | Name-1 | Name-2 | Type | Estimate | |
study (5) | intercept | intercept | std | 0.089 | |
participants (67) | intercept | intercept | std | 0.761 | |
|  | study | intercept | corr | −0.939 | |
| Â | study | study | std | 0.173 | |
error | sqrt (dispersion) | Â | Â | 0.355 | |
