Predictive Evaluation Metrics in Survival Analysis


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Documentation for package ‘SurvMetrics’ version 0.5.0

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Brier The Brier Score
Cindex The Concordance Index for Right-Censored Survival Time Data
CindexCR Concordance index in the Presence of Competing Risks
Gt The Kaplan-Meier Estimate of the Censoring Distribution
IAEISE The Integrate Absolute Error and The Integrate Square Error
IBS The Integration of the Brier Score
MAE The Mean Absolute Error
predictSurvProb2survreg Predicting Survival Probabilities for a 'survreg' Object
SDGM1 Survival Data Generation Method 1
SDGM2 Survival Data Generation Method 2
SDGM3 Survival Data Generation Method 3
SDGM4 Survival Data Generation Method 4