PS-Integrated Methods for Incorporating Real-World Evidence in Clinical Studies

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Documentation for package ‘psrwe’ version 3.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Code demos. Use demo() to run them.
• Package NEWS.

Help Pages

ex_dta	Example dataset
ex_dta_rct	Example dataset
get_distance	Distance between two distributions
plot.PSRWE_DTA	Plot PS distributions
plot.PSRWE_DTA_MAT	Plot PS distributions
plot.PSRWE_RST	Plot estimation results for power prior approach
print.PSRWE_BOR	Print borrow information
print.PSRWE_DTA	Print PS estimation results
print.PSRWE_DTA_MAT	Print PS estimation results
print.PSRWE_RST	Print estimation results
print.PSRWE_RST_OUTANA	Print outcome analysis results
psrwe_borrow	Get number of subjects borrowed from each statum
psrwe_ci	Confidence/Credible Interval for PS-Integrated Estimation
psrwe_compl	PS-Integrated Composite Likelihood Estimation
psrwe_est	Estimate propensity scores
psrwe_infer	Inference for the PS-Integrated Estimation
psrwe_match	PS matching
psrwe_outana	Outcome Analysis for PS-Integrated Estimation
psrwe_powerp	Get posterior samples based on PS-power prior approach
psrwe_powerp_watt	Get posterior samples based on PS-power prior approach (WATT)
psrwe_survkm	PS-Integrated Kaplan-Meier Estimation
psrwe_survlrk	PS-Integrated Log-Rank Test For Comparing Time-to-event Outcomes
psrwe_survrmst	PS-Integrated Restricted Mean Survival Time (RMST) Test For Comparing Time-to-event Outcomes
rwe_cl	Composite Likelihood Estimation
rwe_cut	Create strata
rwe_km	Kaplan-Meier Estimation
rwe_lrk	Log-rank Estimation
rwe_rmst	RMST Estimation
rwe_stan	Call STAN models
summary.PSRWE_DTA	Summarize PS estimation and stratification results
summary.PSRWE_DTA_MAT	Summarize PS estimation and matching results
summary.PSRWE_RST	Summarize overall estimation results
summary.PSRWE_RST_OUTANA	Summary outcome analysis results