Table. Results From the Multivariate Analysis of Variancea.
Analysis method | Main association | Approximate F | df | P value | |
---|---|---|---|---|---|
Numerator | Denominator | ||||
VBA | |||||
1b | Group | 971.30 | 16 | 15 273 788 | <.001 |
Task | 60 255.67 | 64 | 61 095 164 | <.001 | |
Study | 14 795.04 | 416 | 244 380 848 | <.001 | |
2c | Group | 10 590.50 | 16 | 15 273 788 | <.001 |
Task | 47 039.51 | 64 | 61 095 164 | <.001 | |
Study | 11 683.04 | 416 | 244 380 848 | <.001 | |
MAP | |||||
1b | Group | 672.91 | 16 | 15 273 788 | <.001 |
Task | 20 178.88 | 64 | 61 095 164 | <.001 | |
Study | 3636.98 | 416 | 244 380 848 | <.001 | |
2c | Group | 1707.41 | 16 | 15 273 788 | <.001 |
Task | 20 696.29 | 64 | 61 095 164 | <.001 | |
Study | 6560.50 | 416 | 244 380 848 | <.001 |
Abbreviations: MAP, maximum a posteriori; VBA, variational bayesian analysis.
Full univariate results for all parameters can be found in the eResults in the Supplement.
Parameters were estimated using a hierarchical bayesian approach with only a single prior over groups.
Parameters were estimated using a different prior for each group.