Auto-debiased ML for ATE and APD #11
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Added in functional form of autodml
…e specified by the user
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Merge AutoDML implementation of @CalebRollins1
since APD and ATE specific functions no longer exist, need to remove from namespace
… into p-refactor-autodml-pd
fixing the ""Warning message: In `[.data.table`(data_prep, , `:=`((interaction_col_name), d_column * : ......" warning - data.table was not happy with the lapply in the interaction term creation. I just put it in a loop instead.
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In this PR, we add functions that implement auto-debiased ML estimation of the average treatment effect for binary treatment variables and the average partial derivative for continuous treatment variables.
Open points, see #10