Matching on Generalized Propensity Scores with Continuous Exposures

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Documentation for package ‘CausalGPS’ version 0.4.0

• 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
estimate_gps	Estimate generalized propensity score (GPS) values
estimate_npmetric_erf	Estimate smoothed exposure-response function (ERF) for pseudo population
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 the 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
synthetic_us_2010	Public data set for air pollution and health studies, case study: 2010 county-Level data set for the contiguous United States