Privacy-Protecting Hazard Ratio Estimation in Distributed Data Networks


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Documentation for package ‘ppmHR’ version 1.0

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ppmHR-package Privacy-Protecting Hazard Ratio Estimation in Distributed Data Networks
checkBalanceSite Checking of site-specific covariate balance before and after weighting
computeInfoForTable1 Computation of summary-level information needed for the creation of a "Table 1" of baseline patient characteristics
createRisksetTable Creation of summary-level riskset tables from individual-level data
createTable1 Creation of an overall "Table 1" of baseline patient characteristics before and after weighting
estimateSiteHRs Privacy-protecting estimation of site-specific hazard ratios using inverse probability weighted Cox models
estimateStratHR Privacy-protecting estimation of overall hazard ratios using inverse probability weighted Cox models stratified on data-contributing sites
site1 Example individual-level data of data-contributing site 1
site2 Example individual-level data of data-contributing site 2
site3 Example individual-level data of data-contributing site 3