MichaelLLi / evalITR

R Package for Evaluating Individualized Treatment Rules
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Incorporate different types of meta-learners #24

Closed jialul closed 1 year ago

jialul commented 1 year ago

Create an option of X-learner, T-learner, and R-learner for lasso and BART and allow user to choose different meta-learner types.

xiaolong-y commented 1 year ago

To do so we can look into the following two packages:

rlearner might be a good place to start with since it is an encapsulating package.

Afterwhich, we can also expand our support causality specific packages like doubleML. Some of listed here.

jialul commented 1 year ago

Added R-T-X-U learner in commit [571bb2e](https://github.com/MichaelLLi/evalITR/commit/571bb2e7bba2d2a15e742f4e735339ca88cfa2ae)