Effective selection of prior distributions

[junpenglao]

I usually start with https://github.com/stan-dev/stan/wiki/Prior-Choice-Recommendations. And then you should follow https://arxiv.org/abs/1709.01449 to use prior predictive sampling to check your prior (and likelihood)