vt1_super {tehtuner}

Estimate the CATE Using Super Learner for Step 1 of Virtual Twins

Description

Estimate the CATE Using Super Learner for Step 1 of Virtual Twins

Usage

vt1_super(data, Trt, Y, SL.library, ...)

Arguments

data

a data frame containing a response, binary treatment indicators, and covariates.

Trt

a string specifying the name of the column of data contains the treatment indicators.

Y

a string specifying the name of the column of data contains the response.

SL.library

Either a character vector of prediction algorithms or a list containing character vector. See SuperLearner for more details.

...

additional arguments to SuperLearner

Value

Estimated CATEs for each subject in data.

See Also

Other VT Step 1 functions: vt1_lasso(), vt1_mars(), vt1_rf()