# Gaussian Processes for Estimating Causal Exposure Response Curves

## Documentation for package ‘GPCERF’ version 0.2.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## 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