vt1_mars: Estimate the CATE Using MARS for Step 1 of Virtual Twins

In jackmwolf/tehtuner: Fit and Tune Models to Detect Treatment Effect Heterogeneity

Estimate the CATE Using MARS for Step 1 of Virtual Twins

Description

Estimate the CATE Using MARS for Step 1 of Virtual Twins

Usage

vt1_mars(data, Trt, Y, ...)

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.
...	additional arguments to earth

Value

Estimated CATEs for each subject in data.

See Also

Other VT Step 1 functions: vt1_lasso(), vt1_rf(), vt1_super()

jackmwolf/tehtuner documentation built on June 10, 2025, 10:32 p.m.