EstimateCate: Method EstimateCate

In soerenkuenzel/causalToolbox: Toolbox for Causal Inference with emphasize on Heterogeneous Treatment Effect Estimator

Description

Returns the estimated CATE.

Usage

EstimateCate(theObject, feature_new, ...)

## S4 method for signature 'M_RF'
EstimateCate(theObject, feature_new)

## S4 method for signature 'S_RF'
EstimateCate(theObject, feature_new)

## S4 method for signature 'S_BART'
EstimateCate(theObject, feature_new, verbose = FALSE)

## S4 method for signature 'X_RF'
EstimateCate(theObject, feature_new)

## S4 method for signature 'X_BART'
EstimateCate(theObject, feature_new, verbose = FALSE,
  return_CI = FALSE)

## S4 method for signature 'T_RF'
EstimateCate(theObject, feature_new)

## S4 method for signature 'T_BART'
EstimateCate(theObject, feature_new, verbose = FALSE,
  return_CI = FALSE)

## S4 method for signature 'M_BART'
EstimateCate(theObject, feature_new, verbose = FALSE,
  return_CI = FALSE)

Arguments

theObject	A 'MetaLearner' object.
feature_new	A feature data frame.
...	Additional parameters that are specific for some MetaLearners
verbose	TRUE for detailed output FALSE for no output
return_CI	If TRUE, return predictions and their confidence intervals;

soerenkuenzel/causalToolbox documentation built on April 28, 2021, 5:19 a.m.