mixture_score

Population score function for the symmetric mixture two Gaussian random variables.

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

mixture_score function

<dl><dt>x</dt>
<dd>vector of observations.</dd>
<dt>sd</dt>
<dd>standard deviation of each Gaussian.</dd></dl>

Arguments

Population score function for the symmetric mixture two Gaussian random variables. — mixture_score

<dl>

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


<dt>sd</dt>
<dd>standard deviation of each Gaussian.</dd>

</dl>

mixture_score: Population score function for the symmetric mixture two Gaussian random variables.

Description

Usage

Value

Arguments