saveFiles

This function is to save files necessary to run Shiny app to
visualize causal tree and the estimated heterogeneous treatment
effects in an interactive way.

Estimating heterogeneous treatment effects with tree-based machine
learning algorithms and visualizing estimated results in flexible and
presentation-ready ways. For more information, see Brand, Xu, Koch,
and Geraldo (2021) <doi:10.1177/0081175021993503>. Our current package
first started as a fork of the 'causalTree' package on 'GitHub' and we
greatly appreciate the authors for their extremely useful and free package.

Jiahui Xu

htetree

Causal Inference with Tree-Based Machine Learning Algorithms

Tanvi Shinkre

Jennie Brand

saveFiles function

<dl><dt>model</dt>
<dd>a tree model constructed by <code>hte_causalTree, hte_matchinleaves,
or hte_ipw</code>.</dd>
<dt>data</dt>
<dd>a data frame containing the variables in the model.</dd>
<dt>outcomevariable</dt>
<dd>a character representing the column name
of the outcome variable.</dd>
<dt>treatment_indicator</dt>
<dd>a character representing the column name
for the treatment variable in the causal setup.</dd>
<dt>propensity_score</dt>
<dd>a character representing the column name of
the propensity score.</dd>
<dt>filePath</dt>
<dd>a character string representing the path name
to save the files temporarily.</dd></dl>

Arguments

Save Necessary Files to Run Shiny App — saveFiles

<dl>

<dt>model</dt>
<dd>a tree model constructed by <code>hte_causalTree, hte_matchinleaves,
or hte_ipw</code>.</dd>


<dt>data</dt>
<dd>a data frame containing the variables in the model.</dd>


<dt>outcomevariable</dt>
<dd>a character representing the column name
of the outcome variable.</dd>


<dt>treatment_indicator</dt>
<dd>a character representing the column name
for the treatment variable in the causal setup.</dd>


<dt>propensity_score</dt>
<dd>a character representing the column name of
the propensity score.</dd>


<dt>filePath</dt>
<dd>a character string representing the path name
to save the files temporarily.</dd>

</dl>

saveFiles: Save Necessary Files to Run Shiny App

Description

Usage

Value

Arguments