compute_closest_wgps

A function to compute the closest data in subset of data to the original data
based on two attributes: vector and scalar (vector of size one).

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_closest_wgps function

<dl><dt>a</dt>
<dd>Vector of the first attribute values for subset of data.</dd>
<dt>b</dt>
<dd>Vector of the first attribute values for all data.</dd>
<dt>c</dt>
<dd>Vector of the second attribute values for subset of data.</dd>
<dt>d</dt>
<dd>Vector of size one for the second attribute value.</dd>
<dt>sc</dt>
<dd>Scale parameter to give weight for two mentioned measurements.</dd>
<dt>nthread</dt>
<dd>Number of available cores.</dd></dl>

Arguments

Find the closest data in subset to the original data — compute_closest_wgps

<dl>

<dt>a</dt>
<dd>Vector of the first attribute values for subset of data.</dd>


<dt>b</dt>
<dd>Vector of the first attribute values for all data.</dd>


<dt>c</dt>
<dd>Vector of the second attribute values for subset of data.</dd>


<dt>d</dt>
<dd>Vector of size one for the second attribute value.</dd>


<dt>sc</dt>
<dd>Scale parameter to give weight for two mentioned measurements.</dd>


<dt>nthread</dt>
<dd>Number of available cores.</dd>

</dl>

compute_closest_wgps: Find the closest data in subset to the original data

Description

Usage

Value

Arguments