Man pages for kaz-yos/distributed
Examine Privacy Preserving Data Analysis Methods in Simulated Distributed Data Network

AnalyzeAnalyze all analyses using data collected from data centers.
AnalyzeSiteDatasetAnalyze individual-level data collected from data centers.
AnalyzeSiteDatasetBinAnalyze individual-level binary data collected from data...
AnalyzeSiteDatasetSurvAnalyze individual-level survival data collected from data...
AnalyzeSiteRegressionMeta-analyze regression results collected from data centers.
AnalyzeSiteRegressionHelperMeta-analyze based on coefficient and variance vector
AnalyzeSiteRisksetsAnalyze risk set-level data collected from data centers.
AnalyzeSiteSummaryAnalyze summary-level data collected from data centers.
AnalyzeSiteSummaryBinAnalyze summary-level binary data collected from data...
AnalyzeSiteSummarySurvAnalyze summary-level survival data collected from data...
AnalyzeSiteTruthAnalyze individual-level data collected from data centers...
AnalyzeSiteTruthBinAnalyze individual-level binary data collected from data...
AnalyzeSiteTruthSurvAnalyze individual-level survival data collected from data...
AssignCovariatesNormBinCreate indepedent covariates given mean, sd, and prevalence
AssignCovariatesNormBinDefaultCreate independent covariates by default method
AssignOutcomeBinAssign binary outcome based on covariates and treatment
AssignOutcomeSurvAssign survival time outcome
AssignTreatmentAssign treatment based on true propensity score model
CaseCenteredLogisticConduct case-centered analysis
CaseCenteredLogisticWeightedBreslowConduct case-centered analysis for weighted risk sets...
CaseCenteredLogisticWeightedEfronConduct case-centered analysis for weighted risk sets (Efron)
CaseCenteredLogisticWeightedSasConduct case-centered analysis for weighted risk sets via SAS
ConstructAssignCovariatesNormBinConstruct independent covariate generator
CreateIpwCreate IPW
CreateMatchesMatch across status
CreateNaDfGenerate a desired NA data frame
CreateStrataCreate strata
distributed-packageSimulation suite for privacy preserving data analysis methods
EstimateScoreBinEstimate summary confounder scores (binary logistic model)
EstimateScoreSurvEstimate disease risk score (Cox model)
ExtremeTwoPointSampleGenerate a two point distribution sample with only one point...
GenerateDataForAllScenariosGenerate R iterations for each scenario
GenerateDistResNetGenerate a distributed research network.
GenerateDistResNetRtimesAndSaveGenerate R distributed research network iterations for a...
GenerateOneCenterGenerate one data center
GenerateOneCenterTableGenerate one data center and its table
GenerateSasProcPhregGenerate a SAS script to run PROC PHREG
GenerateScenarioDistResNetGenerate ScenarioDistResNet object containing parameters for...
GenerateScenariosGenerate Scenarios object containing multiple DRN scenarios.
is.errorTests for objects of type 'try-error'
print.DistResNetprint method for a DistResNet class object
print.ParamsTableOneprint method for the ParamsTableOne object
print.ResSiteprint method for a ResSite class object
print.ScenarioDistResNetprint method for a ScenarioDistResNet class object
print.Scenariosprint method for a Scenarios class object
RequestSiteDataPreparationRequest sites perform within-site data preparation.
RequestSiteDatasetRequest sites provide site-specific individual-level data.
RequestSiteRegressionRequest sites provide site-specific regression results
RequestSiteRisksetsRequest sites provide site-specific risk set data.
RequestSiteSummaryRequest sites provide site-specific summary data.
RequestSiteTruthRequest sites provide site-specific individual-level data...
RisksetsToIpdExpand weighted risk set data with variance to long format.
RisksetsToIpdSkewedExpand weighted risk set data with variance to long format...
SeqGsubSequentially replace strings
SiteDatasetRun site-specific individual-level data extraction
SitePrepareHelperVariablesPrepare PS- and DRS-related helper variables
SiteRegressionRun site-specific regression analyses
SiteRegressionBinRun site-specific logistic regression
SiteRegressionSurvRun site-specific Cox regression
SiteRisksetsRun site-specific risk set data creation
SiteRisksetsBinObtain site-specific risk sets for binary outcome
SiteRisksetsByStrataConstruct risk set data stratifying on a variable
SiteRisksetsHelperConstruct risk set data
SiteRisksetsSurvObtain site-specific risk sets for survival outcome
SiteSummaryRun site-specific summary data creation
SiteSummaryBinObtain site-specific summaries for binary outcome
SiteSummarySurvObtain site-specific summaries for survival outcome
SiteTruthRun site-specific individual-level data extraction...
SkewedTwoPointSampleCreate a sample with skewed two or three point distribution
SummarizeEventsPtBySummarize event counts and total person-time by groups.
SummarizeEventsTotalsBySummarize event counts and trial counts by groups.
SummarizeStratumEventsPtBySummarize stratum-specific event counts and total person-time...
SummarizeStratumEventsTotalsBySummarize stratum-specific event counts and trial counts by...
summary.DistResNetsummary method for a DistResNet class object
summary.ResSitesummary method for a ResSite class object
try_wEnhanced try that can treat some warnings as errors
ValidateDfValidate data frame for variability in exposure and outcome
kaz-yos/distributed documentation built on June 28, 2018, 10:30 p.m.