estimate_hat_vals

Estimates the fitted values based on bandwidth value

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

estimate_hat_vals function

<dl><dt>bw</dt>
<dd>The bandwidth value.</dd>
<dt>matched_w</dt>
<dd>A vector of continuous exposure variable in the 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

Estimate hat (fitted) values — estimate_hat_vals

<dl>

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


<dt>matched_w</dt>
<dd>A vector of continuous exposure variable in the 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>

estimate_hat_vals: Estimate hat (fitted) values

Description

Usage

Value

Arguments