star

A longitudinal study experimentally evaluating the impacts of class size in early education on various outcomes (Mosteller, 1995)

datasets

Provides various statistical methods for evaluating
Individualized Treatment Rules under randomized data. The provided
metrics include Population Average Value (PAV), Population Average
Prescription Effect (PAPE), Area Under Prescription Effect Curve
(AUPEC). It also provides the tools to analyze Individualized
Treatment Rules under budget constraints. Detailed reference in Imai
and Li (2019) <arXiv:1905.05389>.

Michael Lingzhi Li

evalITR

Evaluating Individualized Treatment Rules

Kosuke Imai

Jialu Li

Xiaolong Yang

star function

A data frame with 1911 observations and 14 variables:<dl>
 <dt>treatment</dt>
<dd>A binary treatment indicating whether a student is assigned to small class and regular class without an aid</dd> <dt>g3tlangss</dt>
<dd>A continous variable measuring student's writing scores</dd> <dt>g3treadss</dt>
<dd>A continous variable measuring student's reading scores</dd> <dt>g3tmathss</dt>
<dd>A continous variable measuring student's math scores</dd><dt>gender</dt>
<dd>Students' gender</dd>
 
<dt>race</dt>
<dd>Students' race</dd>
 
<dt>birthmonth</dt>
<dd>Students' birth month</dd><dt>birthyear</dt>
<dd>Students' birth year</dd><dt>SCHLURBN</dt>
<dd>Urban or rural</dd>
 
<dt>GKENRMNT</dt>
<dd>Enrollment size</dd>
 
<dt>GRDRANGE</dt>
<dd>Grade range</dd>
 
<dt>GKFRLNCH</dt>
<dd>Number of students on free lunch</dd>
 
<dt>GKBUSED</dt>
<dd>Number of students on school buses</dd>
 
<dt>GKWHITE</dt>
<dd>Percentage of white students</dd>
</dl>

Format

Tennessee’s Student/Teacher Achievement Ratio (STAR) project — star

A data frame with 1911 observations and 14 variables:<dl>
 <dt>treatment</dt>
<dd>A binary treatment indicating whether a student is assigned to small class and regular class without an aid</dd>

 <dt>g3tlangss</dt>
<dd>A continous variable measuring student's writing scores</dd>

 <dt>g3treadss</dt>
<dd>A continous variable measuring student's reading scores</dd>

 <dt>g3tmathss</dt>
<dd>A continous variable measuring student's math scores</dd>

<dt>gender</dt>
<dd>Students' gender</dd>
 
<dt>race</dt>
<dd>Students' race</dd>
 
<dt>birthmonth</dt>
<dd>Students' birth month</dd>

<dt>birthyear</dt>
<dd>Students' birth year</dd>

<dt>SCHLURBN</dt>
<dd>Urban or rural</dd>
 
<dt>GKENRMNT</dt>
<dd>Enrollment size</dd>
 
<dt>GRDRANGE</dt>
<dd>Grade range</dd>
 
<dt>GKFRLNCH</dt>
<dd>Number of students on free lunch</dd>
 
<dt>GKBUSED</dt>
<dd>Number of students on school buses</dd>
 
<dt>GKWHITE</dt>
<dd>Percentage of white students</dd>


</dl>

star: Tennessee’s Student/Teacher Achievement Ratio (STAR) project

Description

Usage

Arguments

Format