Man pages for kaz-yos/distributed
Examine Privacy Preserving Data Analysis Methods in Simulated Distributed Data Network
| Analyze | Analyze all analyses using data collected from data centers. |
| AnalyzeSiteDataset | Analyze individual-level data collected from data centers. |
| AnalyzeSiteDatasetBin | Analyze individual-level binary data collected from data... |
| AnalyzeSiteDatasetSurv | Analyze individual-level survival data collected from data... |
| AnalyzeSiteRegression | Meta-analyze regression results collected from data centers. |
| AnalyzeSiteRegressionHelper | Meta-analyze based on coefficient and variance vector |
| AnalyzeSiteRisksets | Analyze risk set-level data collected from data centers. |
| AnalyzeSiteSummary | Analyze summary-level data collected from data centers. |
| AnalyzeSiteSummaryBin | Analyze summary-level binary data collected from data... |
| AnalyzeSiteSummarySurv | Analyze summary-level survival data collected from data... |
| AnalyzeSiteTruth | Analyze individual-level data collected from data centers... |
| AnalyzeSiteTruthBin | Analyze individual-level binary data collected from data... |
| AnalyzeSiteTruthSurv | Analyze individual-level survival data collected from data... |
| AssignCovariatesNormBin | Create indepedent covariates given mean, sd, and prevalence |
| AssignCovariatesNormBinDefault | Create independent covariates by default method |
| AssignOutcomeBin | Assign binary outcome based on covariates and treatment |
| AssignOutcomeSurv | Assign survival time outcome |
| AssignTreatment | Assign treatment based on true propensity score model |
| CaseCenteredLogistic | Conduct case-centered analysis |
| CaseCenteredLogisticWeightedBreslow | Conduct case-centered analysis for weighted risk sets... |
| CaseCenteredLogisticWeightedEfron | Conduct case-centered analysis for weighted risk sets (Efron) |
| CaseCenteredLogisticWeightedSas | Conduct case-centered analysis for weighted risk sets via SAS |
| ConstructAssignCovariatesNormBin | Construct independent covariate generator |
| CreateIpw | Create IPW |
| CreateMatches | Match across status |
| CreateNaDf | Generate a desired NA data frame |
| CreateStrata | Create strata |
| distributed-package | Simulation suite for privacy preserving data analysis methods |
| EstimateScoreBin | Estimate summary confounder scores (binary logistic model) |
| EstimateScoreSurv | Estimate disease risk score (Cox model) |
| ExtremeTwoPointSample | Generate a two point distribution sample with only one point... |
| GenerateDataForAllScenarios | Generate R iterations for each scenario |
| GenerateDistResNet | Generate a distributed research network. |
| GenerateDistResNetRtimesAndSave | Generate R distributed research network iterations for a... |
| GenerateOneCenter | Generate one data center |
| GenerateOneCenterTable | Generate one data center and its table |
| GenerateSasProcPhreg | Generate a SAS script to run PROC PHREG |
| GenerateScenarioDistResNet | Generate ScenarioDistResNet object containing parameters for... |
| GenerateScenarios | Generate Scenarios object containing multiple DRN scenarios. |
| is.error | Tests for objects of type 'try-error' |
| print.DistResNet | print method for a DistResNet class object |
| print.ParamsTableOne | print method for the ParamsTableOne object |
| print.ResSite | print method for a ResSite class object |
| print.ScenarioDistResNet | print method for a ScenarioDistResNet class object |
| print.Scenarios | print method for a Scenarios class object |
| RequestSiteDataPreparation | Request sites perform within-site data preparation. |
| RequestSiteDataset | Request sites provide site-specific individual-level data. |
| RequestSiteRegression | Request sites provide site-specific regression results |
| RequestSiteRisksets | Request sites provide site-specific risk set data. |
| RequestSiteSummary | Request sites provide site-specific summary data. |
| RequestSiteTruth | Request sites provide site-specific individual-level data... |
| RisksetsToIpd | Expand weighted risk set data with variance to long format. |
| RisksetsToIpdSkewed | Expand weighted risk set data with variance to long format... |
| SeqGsub | Sequentially replace strings |
| SiteDataset | Run site-specific individual-level data extraction |
| SitePrepareHelperVariables | Prepare PS- and DRS-related helper variables |
| SiteRegression | Run site-specific regression analyses |
| SiteRegressionBin | Run site-specific logistic regression |
| SiteRegressionSurv | Run site-specific Cox regression |
| SiteRisksets | Run site-specific risk set data creation |
| SiteRisksetsBin | Obtain site-specific risk sets for binary outcome |
| SiteRisksetsByStrata | Construct risk set data stratifying on a variable |
| SiteRisksetsHelper | Construct risk set data |
| SiteRisksetsSurv | Obtain site-specific risk sets for survival outcome |
| SiteSummary | Run site-specific summary data creation |
| SiteSummaryBin | Obtain site-specific summaries for binary outcome |
| SiteSummarySurv | Obtain site-specific summaries for survival outcome |
| SiteTruth | Run site-specific individual-level data extraction... |
| SkewedTwoPointSample | Create a sample with skewed two or three point distribution |
| SummarizeEventsPtBy | Summarize event counts and total person-time by groups. |
| SummarizeEventsTotalsBy | Summarize event counts and trial counts by groups. |
| SummarizeStratumEventsPtBy | Summarize stratum-specific event counts and total person-time... |
| SummarizeStratumEventsTotalsBy | Summarize stratum-specific event counts and trial counts by... |
| summary.DistResNet | summary method for a DistResNet class object |
| summary.ResSite | summary method for a ResSite class object |
| try_w | Enhanced try that can treat some warnings as errors |
| ValidateDf | Validate data frame for variability in exposure and outcome |
