arviz-devs / arviz-plots

ArviZ modular plotting
https://arviz-plots.readthedocs.io
Apache License 2.0
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Special treatment of observed data for prior predictive checks #20

Open aloctavodia opened 10 months ago

aloctavodia commented 10 months ago

I have observed that people often uses plot_ppc with group prior and compares the prior predictive to the observed data. I think this is a potentially risky practice. To reduce the potential risk we should automatically treat observations differently when group is prior instead of posterior. I have 3 ideas.

ahartikainen commented 10 months ago

I think not showing them by default is a good idea.