sort_bin

Sort and bin x within a specified tolerance, using hist().

Doubly robust average partial effect estimation. This implementation contains methods for adding additional smoothness to plug-in regression procedures and for estimating score functions using smoothing splines. Details of the method can be found in Harvey Klyne and Rajen D. Shah (2023) <doi:10.48550/arXiv.2308.09207>.

Harvey Klyne

drape

Doubly Robust Average Partial Effects

sort_bin function

<dl><dt>x</dt>
<dd>vector of covariates.</dd>
<dt>tol</dt>
<dd>numeric tolerance, minimum distance between neighbouring points,
to avoid singularities.</dd>
<dt>nmax</dt>
<dd>if specified, overrides tol as maximal number of unique points.</dd></dl>

Arguments

Sort and bin x within a specified tolerance, using hist(). — sort_bin

<dl>

<dt>x</dt>
<dd>vector of covariates.</dd>


<dt>tol</dt>
<dd>numeric tolerance, minimum distance between neighbouring points,
to avoid singularities.</dd>


<dt>nmax</dt>
<dd>if specified, overrides tol as maximal number of unique points.</dd>

</dl>

sort_bin: Sort and bin x within a specified tolerance, using hist().

Description

Usage

Value

Arguments