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Epidemiology analysis package

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I had corresponded with @pzivich over email and am posting our communication here for the benefit of other users. __JD.__ > Is it possible to program saving figures of directed...

When installing locally, it looks like the setup.py is incorrectly listing dependencies resulting in the following pip list scikit-learn 0.24.20

Just a few more minor touch-ups, thanks!

Please consider to change the followings in graphics.py in order to improve text resizing in forest plot: -line 127: def plot(self, figsize=(3, 3), t_adjuster=0.01, decimal=3, size=3, max_value=None, min_value=None): with def...

Possible new branch: meta-analysis tools. For missing data: https://ebmh.bmj.com/content/17/3/85

enhancement

Currently `AIPTW` only returns RD and RR. `TMLE` returns those and OR as well. I should add support for OR with `AIPTW` (even though I am not a huge fan...

enhancement
Causal inference

Currently you need to set the `np.random.seed` outside of the function for reproducibility (which isn't good). I should use a similar RandomState approach that the cross-fit estimators use

bug
Causal inference

I wrote most of the ReadTheDocs documentation 2-3 years ago now. It is dated (and my understanding has expanded), so I should go back and review everything after the v0.9.0...

enhancement
help wanted
Website

This Issue thread is meant to contain a collection of potentially helpful outside resources that don't belong with a specific function. It may also include broad future additions Nice causal...

question

Update the `ValueError` checks in the `test/*` to check that the correct `ValueError` is being thrown. The new `tests/test_superlearner` demonstrates this (and is much better as a check)

verification
tests