Man pages for CausalGPS
Matching on Generalized Propensity Scores with Continuous Exposures

absolute_corr_funCheck covariate balance using absolute approach
absolute_weighted_corr_funCheck Weighted Covariate Balance Using Absolute Approach
autoplot.gpsm_erfA helper function for gpsm_erf object
autoplot.gpsm_pspopA helper function for gpsm_pspop object
CausalGPS-packageThe 'CausalGPS' package.
check_argsCheck additional arguments
check_args_compile_pseudo_popCheck compile_pseudo_pop function arguments
check_args_estimate_gpsCheck estimate_gps function arguments
check_args_use_cov_transformersCheck Covariate Balance Transformers Argument
check_covar_balanceCheck covariate balance
check_kolmogorov_smirnovCheck Kolmogorov-Smirnov (KS) statistics
compile_pseudo_popCompile pseudo population
compute_closest_wgpsFind the closest data in subset to the original data
compute_densityApproximate density based on another vector
compute_min_maxCompute minimum and maximum
compute_outerComputes distance on all possible combinations
compute_residCompute residual
compute_riskCompute risk value
create_matchingCreate pseudo population using matching casual inference...
create_weightingCreate pseudo population using weighting casual inference...
estimate_gpsEstimate generalized propensity score (GPS) values
estimate_hat_valsEstimate hat (fitted) values
estimate_npmetric_erfEstimate smoothed exposure-response function (ERF) for pseudo...
estimate_pmetric_erfEstimate Parametric Exposure Response Function
estimate_semipmetric_erfEstimate semi-exposure-response function (semi-ERF).
generate_kernelGenerate kernel function
generate_pseudo_popGenerate pseudo population
generate_syn_dataGenerate synthetic data for the CausalGPS package
gen_wrap_sl_libGenerate customized wrapper for SuperLearner libraries
get_loggerGet Logger Settings
log_system_infoLog system information
matching_fnMatch observations
plot.gpsm_erfExtend generic plot functions for gpsm_erf class
plot.gpsm_pspopExtend generic plot functions for gpsm_erf class
preprocess_dataPreprocess data
print.gpsm_erfExtend print function for gpsm_erf object
print.gpsm_pspopExtend print function for gpsm_pspop object
set_loggerSet Logger Settings
smooth_erfSmooth exposure response function
smooth_erf_kernsmoothCompute smoothed erf with kernsmooth approach
smooth_erf_locpolCompute smoothed erf with locpol approach
summary.gpsm_erfprint summary of gpsm_erf object
summary.gpsm_pspopprint summary of gpsm_pspop object
synthetic_us_2010Public data set for air pollution and health studies, case...
train_itGenerate Prediction Model
transform_itTransform data
trim_gpsTrim a gps object based on provided trimming quantiles
w_funHelper function
CausalGPS documentation built on May 31, 2023, 6:43 p.m.