Man pages for CausalGPS
Matching on Generalized Propensity Scores with Continuous Exposures
| absolute_corr_fun | Check covariate balance using absolute approach |
| absolute_weighted_corr_fun | Check Weighted Covariate Balance Using Absolute Approach |
| autoplot.gpsm_erf | A helper function for gpsm_erf object |
| autoplot.gpsm_pspop | A helper function for gpsm_pspop object |
| CausalGPS-package | The 'CausalGPS' package. |
| check_args | Check additional arguments |
| check_args_compile_pseudo_pop | Check compile_pseudo_pop function arguments |
| check_args_estimate_gps | Check estimate_gps function arguments |
| check_args_use_cov_transformers | Check Covariate Balance Transformers Argument |
| check_covar_balance | Check covariate balance |
| check_kolmogorov_smirnov | Check Kolmogorov-Smirnov (KS) statistics |
| compile_pseudo_pop | Compile pseudo population |
| compute_closest_wgps | Find the closest data in subset to the original data |
| compute_density | Approximate density based on another vector |
| compute_min_max | Compute minimum and maximum |
| compute_outer | Computes distance on all possible combinations |
| compute_resid | Compute residual |
| compute_risk | Compute risk value |
| create_matching | Create pseudo population using matching casual inference... |
| create_weighting | Create pseudo population using weighting casual inference... |
| estimate_gps | Estimate generalized propensity score (GPS) values |
| estimate_hat_vals | Estimate hat (fitted) values |
| estimate_npmetric_erf | Estimate smoothed exposure-response function (ERF) for pseudo... |
| estimate_pmetric_erf | Estimate Parametric Exposure Response Function |
| estimate_semipmetric_erf | Estimate semi-exposure-response function (semi-ERF). |
| generate_kernel | Generate kernel function |
| generate_pseudo_pop | Generate pseudo population |
| generate_syn_data | Generate synthetic data for the CausalGPS package |
| gen_wrap_sl_lib | Generate customized wrapper for SuperLearner libraries |
| get_logger | Get Logger Settings |
| log_system_info | Log system information |
| matching_fn | Match observations |
| plot.gpsm_erf | Extend generic plot functions for gpsm_erf class |
| plot.gpsm_pspop | Extend generic plot functions for gpsm_erf class |
| preprocess_data | Preprocess data |
| print.gpsm_erf | Extend print function for gpsm_erf object |
| print.gpsm_pspop | Extend print function for gpsm_pspop object |
| set_logger | Set Logger Settings |
| smooth_erf | Smooth exposure response function |
| smooth_erf_kernsmooth | Compute smoothed erf with kernsmooth approach |
| smooth_erf_locpol | Compute smoothed erf with locpol approach |
| summary.gpsm_erf | print summary of gpsm_erf object |
| summary.gpsm_pspop | print summary of gpsm_pspop object |
| synthetic_us_2010 | Public data set for air pollution and health studies, case... |
| train_it | Generate Prediction Model |
| transform_it | Transform data |
| trim_gps | Trim a gps object based on provided trimming quantiles |
| w_fun | Helper function |
