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Hello!
I am currently working with your library and it is very helpful to get doubly-robust ATE estimates with AIPTW. However, I have memory problems when trying to fit ate() with estimator="AIPTW,A…
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Support for additional OPE algorithms such as weighted importance sampling, doubly robust.
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### Description
For offline rl it would be really useful to have the fqe direct and doubly robust methods be updated for continuous action spaces also, not just discrete action spaces.
### Use cas…
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1. Doubly-Robust Policy Evaluation
2. Etc
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I am using policytree, version 1.2.0, and I am specifically trying to implement policy learning on the doubly robust reward estimates derived from an honest causal forest (GRF package). While I believ…
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Need to add a longitudinal version of TMLE https://www.ncbi.nlm.nih.gov/pubmed/28992064
Add as ```LTMLE``` in the doubly robust branch
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Hi @kbattocchi, keith, I am building a CausalForest where i have Treatment Variable which is multi categorical [0,1,2,3,5] and the outcome is [0,1], where 1 being severe.
```
econml_causalFores…
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Thank you for the package! I'm trying to estimate double robust scores for a binary outcome variable. However, when using double_robust_scores(), I get gamma values outside of 0-1. I can reproduce thi…
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# - When is complete case analysis unbiased?
I have been thinking about scenarios under which it makes sense to use imputation for prediction models and am struggling to come up with a case. Yikes! E…
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I am now using the lm_forest() function to estimate multiple continuous treatment effects. I am interested in estimating the average treatment effect using this function. Is there any way to help comp…