Matching on Generalized Propensity Scores with Continuous Exposures

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Documentation for package ‘CausalGPS’ version 0.5.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

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
compute_counter_weight	Compute counter or weight of data samples
estimate_erf	Estimate Exposure Response Function
estimate_gps	Estimate generalized propensity score (GPS) values
generate_pseudo_pop	Generate pseudo population
generate_syn_data	Generate synthetic data for the CausalGPS package
get_logger	Get Logger Settings
plot.cgps_cw	Extend generic plot functions for cgps_cw class
plot.cgps_erf	Extend generic plot functions for cgps_cw class
plot.cgps_gps	Extend generic plot functions for cgps_gps class
plot.cgps_pspop	Extend generic plot functions for cgps_pspop class
print.cgps_cw	Extend print function for cgps_cw object
print.cgps_erf	Extend print function for cgps_erf object
print.cgps_gps	Extend print function for cgps_gps object
print.cgps_pspop	Extend print function for cgps_pspop object
set_logger	Set Logger Settings
summary.cgps_cw	print summary of cgps_cw object
summary.cgps_erf	print summary of cgps_erf object
summary.cgps_gps	print summary of cgps_gps object
summary.cgps_pspop	print summary of cgps_pspop object
synthetic_us_2010	Public data set for air pollution and health studies, case study: 2010 county-Level data set for the contiguous United States
trim_it	Trim a data frame or an S3 object