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 7.980×10-135 1.436×10-133 1.000
sound + modality + position + sound   modality + sound   position + modality   position 0.053 0.715 45.183 8.961×10+133 2.430
sound + modality + position + sound   modality + modality   position 0.053 0.140 2.938 1.758×10+133 2.506
sound + modality + position + sound   position + modality   position 0.053 0.118 2.412 1.481×10+133 2.677
sound + modality + position + modality   position 0.053 0.023 0.427 2.904×10+132 2.024
sound + modality + position + sound   modality + sound   position + modality   position + sound   modality   position 0.053 0.003 0.057 3.939×10+131 2.075
modality + position + modality   position 0.053 6.745×10-5 0.001 8.452×10+129 1.973
sound + modality + position + sound   modality + sound   position 0.053 2.230×10-27 4.013×10-26 2.794×10+107 2.437
sound + position + sound   position 0.053 9.636×10-28 1.734×10-26 1.207×10+107 1.834
sound + modality + position + sound   modality 0.053 4.510×10-28 8.118×10-27 5.652×10+106 2.109
sound + modality + position + sound   position 0.053 3.641×10-28 6.554×10-27 4.562×10+106 1.963
sound + position 0.053 1.996×10-28 3.593×10-27 2.501×10+106 1.699
sound + modality + position 0.053 7.298×10-29 1.314×10-27 9.145×10+105 1.812
position 0.053 5.811×10-31 1.046×10-29 7.281×10+103 1.255
modality + position 0.053 2.190×10-31 3.943×10-30 2.745×10+103 1.675
sound + modality + sound   modality 0.053 6.258×10-132 1.126×10-130 784.176 2.730
sound 0.053 2.786×10-132 5.014×10-131 349.079 2.309
sound + modality 0.053 1.038×10-132 1.869×10-131 130.090 2.413
modality 0.053 3.056×10-135 5.501×10-134 0.383 2.216
Note.  All models include subject, and random slopes for all repeated measures factors.