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 |