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CausalGPS Package

CausalGPS-package CausalGPS
The 'CausalGPS' package.

Estimate GPS values

estimate_gps()
Estimate generalized propensity score (GPS) values

Generate pseudo population

generate_pseudo_pop()
Generate pseudo population
compile_pseudo_pop()
Compile pseudo population
check_covar_balance()
Check covariate balance
absolute_corr_fun()
Check covariate balance using absolute approach
absolute_weighted_corr_fun()
Check Weighted Covariate Balance Using Absolute Approach

Outcome models

estimate_npmetric_erf()
Estimate smoothed exposure-response function (ERF) for pseudo population
estimate_semipmetric_erf()
Estimate semi-exposure-response function (semi-ERF).
estimate_pmetric_erf()
Estimate Parametric Exposure Response Function

Utilities

generate_syn_data()
Generate synthetic data for the CausalGPS package
set_logger()
Set Logger Settings
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
summary(<gpsm_erf>)
print summary of gpsm_erf object
summary(<gpsm_pspop>)
print summary of gpsm_pspop object

Data

synthetic_us_2010
Public data set for air pollution and health studies, case study: 2010 county-Level data set for the contiguous United States