simulation.1

A simulated dataset inherited from <code>causalTree</code> package

datasets

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

simulation.1 function

## `simulation.1`
A data frame with 500 observations on the following 12 variables.<dl>
<dt><code>x1</code></dt>
<dd>a numeric vector</dd><dt><code>x2</code></dt>
<dd>a numeric vector</dd><dt><code>x3</code></dt>
<dd>a numeric vector</dd><dt><code>x4</code></dt>
<dd>a numeric vector</dd><dt><code>x5</code></dt>
<dd>a numeric vector</dd><dt><code>x6</code></dt>
<dd>a numeric vector</dd><dt><code>x7</code></dt>
<dd>a numeric vector</dd><dt><code>x8</code></dt>
<dd>a numeric vector</dd><dt><code>x9</code></dt>
<dd>a numeric vector</dd><dt><code>x10</code></dt>
<dd>a numeric vector</dd><dt><code>y</code></dt>
<dd>a numeric vector</dd><dt><code>treatment</code></dt>
<dd>a numeric vector</dd>
</dl>

Format

A Simulated Dataset — simulation.1

## `simulation.1`
A data frame with 500 observations on the following 12 variables.<dl>
<dt><code>x1</code></dt>
<dd>a numeric vector</dd>

<dt><code>x2</code></dt>
<dd>a numeric vector</dd>

<dt><code>x3</code></dt>
<dd>a numeric vector</dd>

<dt><code>x4</code></dt>
<dd>a numeric vector</dd>

<dt><code>x5</code></dt>
<dd>a numeric vector</dd>

<dt><code>x6</code></dt>
<dd>a numeric vector</dd>

<dt><code>x7</code></dt>
<dd>a numeric vector</dd>

<dt><code>x8</code></dt>
<dd>a numeric vector</dd>

<dt><code>x9</code></dt>
<dd>a numeric vector</dd>

<dt><code>x10</code></dt>
<dd>a numeric vector</dd>

<dt><code>y</code></dt>
<dd>a numeric vector</dd>

<dt><code>treatment</code></dt>
<dd>a numeric vector</dd>


</dl>

simulation.1: A Simulated Dataset

Description

Usage

Arguments

Format