smooth_erf: Smooth exposure response function

In CausalGPS: Matching on Generalized Propensity Scores with Continuous Exposures

Smooth exposure response function

Description

Smooths exposure response function based on bandwidth

Usage

smooth_erf(matched_Y, bw, matched_w, matched_cw, x_eval, kernel_appr)

Arguments

matched_Y	A vector of the outcome variable in the matched set.
bw	The bandwidth value.
matched_w	A vector of continuous exposure variable in the matched set.
matched_cw	A vector of counter or weight variable in the matched set.
kernel_appr	Internal kernel approach. Available options are locpol and kernsmooth.

Value

Smoothed value of ERF

CausalGPS documentation built on Sept. 30, 2023, 1:06 a.m.