PS-Integrated Methods for Incorporating RWE in Clinical Studies


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Documentation for package ‘psrwe’ version 3.1

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psrwe-package PS-Integrated Methods for Incorporating RWE in Clinical Studies
ex_dta Example dataset Example dataset of a single arm study.
ex_dta_rct Example dataset Example dataset of a randomized study.
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 PS-Integrated Methods for Incorporating RWE in Clinical Studies
psrwe_borrow Get number of subjects borrowed from each statum
psrwe_ci Confidence/Credible Interval for PS-Integrated Estimation Estimate the confidence/credible interval for the PS-integrated approach.
psrwe_compl PS-Integrated Composite Likelihood Estimation
psrwe_est Estimate propensity scores
psrwe_infer Inference for the PS-Integrated Estimation Inference for the PS-integrated approach.
psrwe_match PS matching
psrwe_outana Outcome Analysis for PS-Integrated Estimation Report outcome analysis for the PS-integrated approach.
psrwe_powerp Get posterior samples based on PS-power prior approach
psrwe_survkm PS-Integrated Kaplan-Meier Estimation
rwe_cl Composite Likelihood Estimation
rwe_cut Create strata
rwe_km Kaplan-Meier 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