estimate_semipmetric_erf {CausalGPS} | R Documentation |
Estimate semi-exposure-response function (semi-ERF).
Description
Estimates the smoothed exposure-response function using a generalized additive model with splines.
Usage
estimate_semipmetric_erf(formula, family, data, ...)
Arguments
formula |
a vector of outcome variable in matched set. |
family |
a description of the error distribution (see ?gam). |
data |
dataset that formula is build upon Note that there should be a
|
... |
Additional parameters for further fine tuning the gam model. |
Details
This approach uses Generalized Additive Model (gam) using mgcv package.
Value
returns an object of class gam
[Package CausalGPS version 0.5.0 Index]