Matching on Generalized Propensity Scores with Continuous Exposures


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Documentation for package ‘CausalGPS’ version 0.2.6

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CausalGPS-package The 'CausalGPS' package.
absolute_corr_fun Check Covariate Balance Using Absolute Approach
absolute_weighted_corr_fun Check Weighted Covariate Balance Using Absolute Approach
CausalGPS The 'CausalGPS' package.
check_covar_balance Check Covariate Balance
compile_pseudo_pop Compile Pseudo Population
estimate_gps Estimate GPS Values
estimate_npmetric_erf Estimate Smoothed Exposure-Response Function (ERF) for Matched Data Set.
estimate_pmetric_erf Estimate Parametric Exposure Response Function
estimate_semipmetric_erf Estimate Semi-exposure-response Function (semi-ERF).
generate_pseudo_pop Generate Pseudo Population
generate_syn_data Generate Synthetic Data for CausalGPS Package
get_logger Get Logger Settings
plot.gpsm_erf Extend generic plot functions for gpsm_erf class
plot.gpsm_pspop Extend generic plot functions for gpsm_erf class
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
summary.gpsm_erf print summary of gpsm_erf object
summary.gpsm_pspop print summary of gpsm_pspop object