Table 5 LME model to analyse the effect of motion (rotation) 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.: rotation, st: study, prt: participants
Fixed effect β (SE) tStat DF P CI
(Intercept) 0.614 (0.048) 12.91 36634 4.72 × 10−38 [0.520 0.707]
Mean rotation −0.107 (0.007) −15.21 36634 4.44 × 10−52 [−0.121 −0.093]
Random effects Name-1 Name-2 Type Estimate
study (5) intercept intercept std 0.060
participants (67) intercept intercept std 0.610
  study intercept corr −0.940
  study study std 0.139
error sqrt (dispersion)    0.200