Man pages for riskRegression
Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks

as.data.table.predictCoxTurn predictCox object into a 'data.table'
as.data.table.predictCSCTurn predictCSC object into a 'data.table'
ateCompute the average treatment effects via the g-formula
autoplot.atePlot predictions from a Cause-specific Cox proportional...
autoplot.predictCoxPlot predictions from a Cox model
autoplot.predictCSCPlot predictions from a Cause-specific Cox proportional...
boot2pvalueCompute the p.value from the distribution under H1
boxplot.ScoreBoxplot risk quantiles
calcSeCoxComputation of standard errors for predictions
calcSeCSCStandard error of the absolute risk predicted from...
coef.CauseSpecificCoxExtract coefficients from a Cause-Specific Cox regression...
coef.riskRegressionExtract coefficients from riskRegression model
colCenter_cppApply - by column
colCumSumApply cumsum in each column
colMultiply_cppApply * by column
colScale_cppApply / by column
colSumsCrossprodApply crossprod and colSums
confBandCoxCompute quantiles of a gaussian process
coxBaseEstimatorExtract the type of estimator for the baseline hazard
coxCenterExtract the mean value of the covariates
coxDesignExtract the design matrix used to train a Cox model
coxFormulaExtract the formula from a Cox model
coxLPCompute the linear predictor of a Cox model
coxNExtract the number of observations from a Cox model
coxSpecialStrataSpecial character for strata in Cox model
coxStrataDefine the strata for a new dataset
coxVarCovExtract the variance covariance matrix of the beta from a Cox...
coxVariableNameExtract variable names from a model
CSCCause-specific Cox proportional hazard regression
dicreteRootDichotomic search for monotone function
extractStrataExtract the information about the strata
FGRFormula wrapper for crr from cmprsk
getSplitMethodInput for data splitting algorithms
iidCoxExtract i.i.d. decomposition from a Cox model
influenceCoxTestInfluence test [Experimental!!]
ipcwEstimation of censoring probabilities
MelanomaMalignant melanoma data
model.matrix.phregExtract design matrix for phreg objects
PaquidPaquid sample
penalizedS3S3-wrapper for S4 function penalized
plotAUCggplot AUC curve
plotBrierPlot Brier curve
plotCalibrationPlot Calibration curve
plotEffectsPlotting time-varying effects from a risk regression model.
plotRiskplot predicted risks
plot.riskRegressionPlotting predicted risk
plotROCPlot ROC curves
predict.CauseSpecificCoxPredicting absolute risk from cause-specific Cox models
predictCoxFast computation of survival probabilities, hazards and...
predictCoxPLComputation of survival probabilities from Cox regression...
predict.FGRPredict subject specific risks (cumulative incidence) based...
predictRiskExtrating predicting risks from regression models
predict.riskRegressionPredict individual risk.
print.atePrint average treatment effects
print.CauseSpecificCoxPrint of a Cause-Specific Cox regression model
print.FGRPrint of a Fine-Gray regression model
print.influenceCoxTestPrint the results of the influence test
print.predictCoxPrint predictions from a Cox model
print.predictCSCPrint predictions from a Cause-specific Cox proportional...
print.riskRegressionPrint function for riskRegression models
print.ScorePrint Score object
print.subjectWeightsPrint subject weights
reconstructDataReconstruct the original dataset
riskRegressionRisk Regression Fits a regression model for the risk of an...
rowCenter_cppApply - by row
rowCumSumApply cumsum in each row
rowMultiply_cppApply * by row
rowScale_cppApply / by row
rowSumsCrossprodApply crossprod and rowSums
rsquaredExplained variation for settings with binary, survival and...
sampleDataSimulate data with binary or time-to-event outcome
Score.listScore risk predictions
selectCoxBackward variable selection in the Cox regression model
selectJumpEvaluate the influence function at selected times
simMelanomaSimulate data alike the Melanoma data
sliceMultiply_cppApply * by slice
sliceScale_cppApply / by slice
splitStrataVarReconstruct each of the strata variables
subjectWeightsEstimation of censoring probabilities at subject specific...
summary.FGRSummary of a Fine-Gray regression model
summary.riskRegressionSummary of a risk regression model
SurvResponseVarExtract the time and event variable from a Cox model
riskRegression documentation built on April 19, 2018, 5:04 p.m.