bayesian linear regression, what to report?

AKMneuro

Hi JASP team,
I have conducted several bayesian linear regressions and was looking for an example of how to report in manuscript. Are there any clear examples or guidelines available?
Thanks
Andrew

EJ

Hi Andrew,

There is this paper: http://pcl.missouri.edu/node/133
We are currently revamping the Bayesian linear regression, and a new release (a few weeks away) will present more cool options. So stay tuned.

Cheers,
E.J.

AKMneuro

Thanks,
JASP is fantastic and getting better every new update.
Andrew

elienbellon

Hi,
I am currently trying to find my way with the 'revamped Bayesian linear regression' but struggling to find how to report a B-value for every predictor in my model. Can someone help?
Thanks!

EJ

For each predictor, you can look at the posterior inclusion probability. What we will add in the next version is also the prior inclusion probability (right now this is only shown in a plot); the inclusion BF is the ratio between the posterior inclusion odds and the prior inclusion odds.
E.J.