fit_plugin: Fits a plugin model using the appropriate settings

In tidyhte: Tidy Estimation of Heterogeneous Treatment Effects

Fits a plugin model using the appropriate settings

Description

This function prepares data, fits the appropriate models and returns the resulting estimates in a standardized format.

Usage

fit_plugin(full_data, weight_col, outcome_col, ..., .Model_cfg)

Arguments

full_data	The full dataset of interest for the modelling problem.
weight_col	The unquoted weighting variable name to use in model fitting.
outcome_col	The unquoted column name to use as a label for the supervised learning problem.
...	The unquoted names of covariates to use in the model.
.Model_cfg	A Model_cfg object configuring the appropriate model type to use.

Value

A new Predictor object of the appropriate subclass corresponding to the Model_cfg fit to the data.

tidyhte documentation built on Aug. 14, 2023, 5:08 p.m.