bootstrap

<code>bootstrap</code> is a method that bootstraps standard
errors for methods in the qte package

internal

Provides several methods for computing the Quantile Treatment Effect (QTE) and Quantile Treatment Effect on the Treated (QTT). The main cases covered are (i) Treatment is randomly assigned, (ii) Treatment is as good as randomly assigned after conditioning on some covariates (also called conditional independence or selection on observables) using the methods developed in Firpo (2007) <doi:10.1111/j.1468-0262.2007.00738.x>, (iii) Identification is based on a Difference in Differences assumption (several varieties are available in the package e.g. Athey and Imbens (2006) <doi:10.1111/j.1468-0262.2006.00668.x> Callaway and Li (2019) <doi:10.3982/QE935>, Callaway, Li, and Oka (2018) <doi:10.1016/j.jeconom.2018.06.008>).

Brantly Callaway

Quantile Treatment Effects

bootstrap function

<dl><dt>qteparams</dt>
<dd>QTEparams object containing the parameters passed to ciqte</dd>
<dt>qteest</dt>
<dd>an initial estimate of the qte</dd>
<dt>func</dt>
<dd>the internal function that computes estimates of the qte,
should be the same as what was used to produce qteest</dd></dl>

Arguments

bootstrap — bootstrap

<dl>

<dt>qteparams</dt>
<dd>QTEparams object containing the parameters passed to ciqte</dd>


<dt>qteest</dt>
<dd>an initial estimate of the qte</dd>


<dt>func</dt>
<dd>the internal function that computes estimates of the qte,
should be the same as what was used to produce qteest</dd>

</dl>

bootstrap: bootstrap

Description

Usage

Value

Arguments