compute_density

A function to impute missing values based on density estimation of another
vector or itself after removing the missing values.

internal

Provides a framework for estimating causal effects of a continuous
exposure using observational data, and implementing matching and weighting
on the generalized propensity score.
Wu, X., Mealli, F., Kioumourtzoglou, M.A., Dominici, F. and Braun, D., 2022.
Matching on generalized propensity scores with continuous exposures. Journal
of the American Statistical Association, pp.1-29.

Naeem Khoshnevis

CausalGPS

Matching on Generalized Propensity Scores with Continuous
Exposures

Xiao Wu

Danielle Braun

compute_density function

<dl><dt>x0</dt>
<dd>vector</dd>
<dt>x1</dt>
<dd>vector</dd></dl>

Arguments

Approximate density based on another vector — compute_density

<dl>

<dt>x0</dt>
<dd>vector</dd>


<dt>x1</dt>
<dd>vector</dd>

</dl>

compute_density: Approximate density based on another vector

Description

Usage

Value

Arguments