sp_estimation

Estimates treatment effects accounting for spillovers

A general-purpose implementation of synthetic control methods
that accounts for potential spillover effects between units. Based on
the methodology of Cao and Dowd (2019) <doi:10.48550/arXiv.1902.07343>
"Estimation and Inference for Synthetic Control Methods with Spillover Effects".

Zhanchao Fu

scmSpillover

Synthetic Control Method with Spillover Effects

Jianfei Cao

sp_estimation function

<dl><dt>Y_pre</dt>
<dd>N x T pre-treatment matrix</dd>
<dt>Y_post</dt>
<dd>N x S post-treatment matrix</dd>
<dt>A</dt>
<dd>N x k spillover structure matrix</dd>
<dt>verbose</dt>
<dd>Print progress messages</dd></dl>

Arguments

Spillover-adjusted SCM estimation — sp_estimation

<dl>

<dt>Y_pre</dt>
<dd>N x T pre-treatment matrix</dd>


<dt>Y_post</dt>
<dd>N x S post-treatment matrix</dd>


<dt>A</dt>
<dd>N x k spillover structure matrix</dd>


<dt>verbose</dt>
<dd>Print progress messages</dd>

</dl>

sp_estimation: Spillover-adjusted SCM estimation

Description

Usage

Value

Arguments