Man pages for GPCERF
Gaussian Processes for Estimating Causal Exposure Response Curves
| autoplot.cerf_gp | A helper function for cerf_gp object |
| autoplot.cerf_nngp | A helper function for cerf_nngp object |
| compute_deriv_nn | Calculate derivatives of CERF for nnGP |
| compute_deriv_weights_gp | Calculate derivatives of CERF |
| compute_inverse | Compute matrix inverse for a covariate matrix |
| compute_m_sigma | Compute mean, credible interval, and covariate balance in... |
| compute_posterior_m_nn | Calculate posterior means for nnGP model |
| compute_posterior_sd_nn | Calculate posterior standard deviations for nnGP model |
| compute_rl_deriv_gp | Detect change-point in standard GP |
| compute_rl_deriv_nn | Calculate right minus left derivatives for change-point... |
| compute_sd_gp | Compute posterior credible interval |
| compute_w_corr | Compute weighted covariate balance |
| compute_weight_gp | Calculate weights for estimation of a point on CERF |
| estimate_cerf_gp | Estimate the conditional exposure response function using... |
| estimate_cerf_nngp | Estimate the conditional exposure response function using... |
| estimate_gps | Estimate a model for generalized propensity score |
| estimate_mean_sd_nn | Estimate the CERF with the nnGP model |
| estimate_noise_gp | Estimate the standard deviation of the nugget term in... |
| estimate_noise_nn | Estimate the standard deviation (noise) of the nugget term in... |
| find_optimal_nn | Find the optimal hyper-parameter for the nearest neighbor... |
| generate_synthetic_data | Generate synthetic data for the GPCERF package |
| get_logger | Get logger settings |
| GPCERF-package | The 'GPCERF' package. |
| log_system_info | Log system information |
| 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 |
