create_weighting

Generates pseudo population based on weighting casual inference method.

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

create_weighting function

<dl><dt>dataset</dt>
<dd>A gps object data.</dd>
<dt>exposure_col_name</dt>
<dd>The exposure column name.</dd></dl>

Arguments

Create pseudo population using weighting casual inference approach — create_weighting

<dl>

<dt>dataset</dt>
<dd>A gps object data.</dd>


<dt>exposure_col_name</dt>
<dd>The exposure column name.</dd>

</dl>

create_weighting: Create pseudo population using weighting casual inference approach

Description

Usage

Value

Arguments