Conditional Logistic Regression

[RaymondBalise]

Conditional Logistic Regression

I don't see how to do conditional logistic regression in the TidyModels ecosystem. It is the workhorse for case/control studies in epidemiology. Google scholar finds ~75,000 articles using it. To learn more take a look at Agresti's Intro to Categorical Analysis chapter 8.2.4 Conditional Logistic Regression for Matched-Pairs*. I coded the book in R ... that chapter is here.

Somebody requested it six months back on SO and I have a pile of epidemiologist learning TM saying they need it.

Many/most people would use survival::clogit() to do conditional logistic.

[topepo]

We can make a new engine for logistic_reg() and put that in the censored package.

Would you like to make a PR for that?

[juliasilge]

There is info on how to build a parsnip model, and how to add an engine to an existing parsnip model, in this article.

[simonpcouch]

As we haven't seen any further interest in the last few years, I'm going to go ahead and close. This does sound like a great idea for a parsnip extension package--feel free to holler in a new issue if you'd like to implement this in a new package and would appreciate support.

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