plot_CI

A generic function to plot uniform and pointwise confidence intervals for HTE objects.

Provides various statistical methods for evaluating heterogeneous treatment effects (HTE) in randomized experiments. The package includes tools to estimate uniform confidence bands for estimation of the group average treatment effect sorted by generic machine learning algorithms (GATES). It also provides the tools to identify a subgroup of individuals who are likely to benefit from a treatment the most "exceptional responders" or those who are harmed by it. Detailed reference in Imai and Li (2023) <doi:10.48550/arXiv.2310.07973>.

Michael Lingzhi Li

evalHTE

Evaluating Heterogeneous Treatment Effects

Kosuke Imai

Jialu Li

plot_CI function

<dl><dt>x</dt>
<dd>An object for which a plot is desired.</dd>
<dt>...</dt>
<dd>Further arguments passed to methods.</dd></dl>

Arguments

Plot Confidence Intervals — plot_CI

<dl>

<dt>x</dt>
<dd>An object for which a plot is desired.</dd>


<dt>...</dt>
<dd>Further arguments passed to methods.</dd>

</dl>

plot_CI: Plot Confidence Intervals

Description

Usage

Value

Arguments