Results

Bayesian Repeated Measures ANOVA

Model Comparison
Models P(M) P(M|data) BFM BF10 error %
Null model (incl. subject and random slopes) 0.053 2.595×10-129 4.670×10-128 1.000
sound + position + TaskModality + sound ✻  TaskModality + position ✻  TaskModality 0.053 0.683 38.729 2.631×10+128 8.627
sound + position + TaskModality + sound ✻  TaskModality 0.053 0.259 6.301 9.993×10+127 2.132
sound + position + TaskModality + sound ✻  position + sound ✻  TaskModality + position ✻  TaskModality 0.053 0.036 0.663 1.370×10+127 3.367
sound + position + TaskModality + sound ✻  position + sound ✻  TaskModality 0.053 0.016 0.287 6.051×10+126 7.166
sound + position + TaskModality + sound ✻  position + sound ✻  TaskModality + position ✻  TaskModality + sound ✻  position ✻  TaskModality 0.053 0.003 0.055 1.182×10+126 2.508
sound + position + TaskModality + position ✻  TaskModality 0.053 0.002 0.043 9.115×10+125 2.037
sound + position + TaskModality 0.053 0.001 0.019 4.039×10+125 2.676
sound + position + TaskModality + sound ✻  position + position ✻  TaskModality 0.053 1.468×10-4 0.003 5.656×10+124 8.252
sound + position 0.053 7.075×10-5 0.001 2.727×10+124 1.045
sound + position + TaskModality + sound ✻  position 0.053 5.595×10-5 0.001 2.156×10+124 2.066
sound + position + sound ✻  position 0.053 3.972×10-6 7.149×10-5 1.531×10+123 1.295
position + TaskModality + position ✻  TaskModality 0.053 2.440×10-8 4.391×10-7 9.402×10+120 2.574
position + TaskModality 0.053 1.002×10-8 1.803×10-7 3.861×10+120 1.884
position 0.053 6.971×10-10 1.255×10-8 2.687×10+119 0.615
sound + TaskModality + sound ✻  TaskModality 0.053 9.925×10-121 1.787×10-119 3.825×10+8 2.842
sound + TaskModality 0.053 3.742×10-123 6.735×10-122 1.442×10+6 1.980
sound 0.053 2.598×10-124 4.677×10-123 100141.184 0.784
TaskModality 0.053 3.681×10-128 6.625×10-127 14.186 1.430
Note.  All models include subject, and random slopes for all repeated measures factors.