Implement debiased/double ML algorithm using `chirho.robust`

[Raj Agrawal]

See Algorithm 1 in https://www.overleaf.com/project/654a5a7d75f4dfbebfa57f61.

[Juan Orduz]

Is there a pre-print or public link to the paper? The link yields: "Restricted, sorry you don’t have permission to load this page."

[Sam Witty]

Hi @juanitorduz . Thanks for your interest in this work! We are currently preparing a manuscript on our flavor of influence function-based estimators that we're planning on sharing publicly in the next several months, but as of right now we don't have any pre-prints or public links available. At Basis we're still figuring out exactly how to balance our organizational mission of "doing work in public" while not prematurely making strong scientific claims we can't yet substantiate with evidence.

We'll think more about how best to communicate this in issues and PRs, maybe with a tag describing that the issue or PR links to unreleased material?

[Juan Orduz]

Thanks for the input! I'm genuinely interested in the project and I saw this issue as a potential entry point :)

I'll wait for this issue to be properly described and open for contributions.

[eb8680]

@juanitorduz thanks for checking out ChiRho! If you're interested in contributing, you could also take a look at issues marked with "help wanted" and "good first issue", which aren't blocked by ongoing work and might be easier places to start.