Automated Diagnostics?

Oh duh, az.summary() does have a lot of this already! I could really simplify this :smiley:

But it does not have everything.Consider these visual checks that are only currently accomplished visually:

  1. Consistent trace plots showing ‘k’ traces mostly shaped the same.
  2. Uniformity of rank plots.
  3. Autocorrelation plots…“look” reasonable. Not even sure how I make this judgement but I definitely know I should be looking at them.

These things seem to require more data, and more complex logic, than checking az.summary().