calculate_ate {tidyhte}R Documentation

Calculates a SATE and a PATE using AIPW

Description

This function takes fully prepared data (with all auxilliary columns from the necessary models) and estimates average treatment effects using AIPW.

Usage

calculate_ate(data)

Arguments

data

The dataset of interest after it has been prepared fully.

References

See Also

basic_config(), attach_config(), make_splits(), produce_plugin_estimates(), construct_pseudo_outcomes(), estimate_QoI()


[Package tidyhte version 1.0.2 Index]