Gaussian Processes for Estimating Causal Exposure Response Curves

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Documentation for package ‘GPCERF’ version 0.2.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

GPCERF-package	The 'GPCERF' package.
compute_rl_deriv_gp	Detect change-point in standard GP
compute_rl_deriv_nn	Calculate right minus left derivatives for change-point detection in nnGP
compute_w_corr	Compute weighted covariate balance
estimate_cerf_gp	Estimate the conditional exposure response function using Gaussian process
estimate_cerf_nngp	Estimate the conditional exposure response function using nearest neighbor Gaussian process
estimate_gps	Estimate a model for generalized propensity score
generate_synthetic_data	Generate synthetic data for the GPCERF package
get_logger	Get logger settings
GPCERF	The 'GPCERF' package.
plot.cerf_gp	Extend generic plot functions for cerf_gp class
plot.cerf_nngp	Extend generic plot functions for cerf_nngp class
print.cerf_gp	Extend print function for cerf_gp object
print.cerf_nngp	Extend print function for cerf_nngp object
set_logger	Set logger settings
summary.cerf_gp	print summary of cerf_gp object
summary.cerf_nngp	print summary of cerf_nngp object