simulation_data

A toy dataset included in the package to illustrate the use of
the twfeiv_decomp() function. This is artificial data and does not
represent real observations.

datasets

Implements a decomposition of the two-way fixed effects instrumental variable estimator into all possible Wald difference-in-differences estimators.
Provides functions to summarize the contribution of different cohort comparisons to the overall two-way fixed effects instrumental variable estimate, with or without controls.
The method is described in Miyaji (2024) <doi:10.48550/arXiv.2405.16467>.

Sho Miyaji

twfeivdecomp

Instrumented Difference-in-Differences Decomposition

simulation_data function

A data frame with 60 rows and 6 variables:<dl>
<dt>id</dt>
<dd>Individual identifier (1–10)</dd><dt>time</dt>
<dd>Time period (2000–2005)</dd><dt>instrument</dt>
<dd>Binary instrumental variable</dd><dt>treatment</dt>
<dd>Treatment variable</dd><dt>outcome</dt>
<dd>Outcome variable</dd><dt>control1</dt>
<dd>Control variable 1</dd><dt>control2</dt>
<dd>Control variable 2</dd>
</dl>

Format

Example simulation data — simulation_data

A data frame with 60 rows and 6 variables:<dl>
<dt>id</dt>
<dd>Individual identifier (1–10)</dd>

<dt>time</dt>
<dd>Time period (2000–2005)</dd>

<dt>instrument</dt>
<dd>Binary instrumental variable</dd>

<dt>treatment</dt>
<dd>Treatment variable</dd>

<dt>outcome</dt>
<dd>Outcome variable</dd>

<dt>control1</dt>
<dd>Control variable 1</dd>

<dt>control2</dt>
<dd>Control variable 2</dd>


</dl>

simulation_data: Example simulation data

Description

Usage

Arguments

Format

Examples