I really want a prior, but my team's experiment results are not exchangeable: We do the easy stuff first, get big effects, then tackle the harder or more risky stuff and get small effects.
The sequence of effects is not exchangeable so a hierarchical model can be fit, but maybe won't be accurate.
1 day ago