Model comparison or Analysis of Effects for Bayesian ANOVA
I have the following question, is there a rule of thumb whether to report the Model comparison or the Analysis of Effects for Bayesian ANOVA? In my recent study I have ANOVAs with one or two, but also with 4 factors and I am a bit confused as to what to report in my main results section ? I assume, that if there are more variables it is better to report the Effect Analysis (across all models), but for the simpler analyses may be model comparisons are enough? I know it is best to put both tables (possibly as an appendix), but in the main body text I could not do that. Any suggestions?
Thank you in advance.