Prior in Bayesian repeated measures ANOVA
I have a two by two by two factorial design in which I tested whether there was an interaction. In the 'standard' rmANOVA I observed no evidence for a reliable interaction and this was confirmed by a Bayesian Analysis demonstrating that the two main effects model was the best model. Adding the interaction resulted in a BF10 of 0.41. I thus concluded that there was only weak evidence against a reliable interaction (2.44). This inspired a replication where I again observed no interaction and a BF of 0.281. This experiment thus provided stronger evidence against an interaction but still not overly convincing (3.56). I was wondering whether, and if so how, it is possible to include exp 1 as a prior in the analysis of Exp 2???
Thanks for the help.
Dirk van Moorselaar