w_fun

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

w_fun function

<dl><dt>bw</dt>
<dd>bandwidth value</dd>
<dt>matched_w</dt>
<dd>a vector of continuous exposure variable in matched set.</dd>
<dt>w_vals</dt>
<dd>a vector of values that you want to calculate the values of
the ERF at.</dd></dl>

Arguments

Helper function — w_fun

<dl>

<dt>bw</dt>
<dd>bandwidth value</dd>


<dt>matched_w</dt>
<dd>a vector of continuous exposure variable in matched set.</dd>


<dt>w_vals</dt>
<dd>a vector of values that you want to calculate the values of
the ERF at.</dd>

</dl>

w_fun: Helper function

Description

Usage

Value

Arguments