Cox | Shared | Nested | Additive | Joint standard (Bivariate: 1 RE + 1 TE) | Joint cluster (Bivariate: 1 RE + 1 TE) | Joint general (Bivariate: 1 RE + 1 TE) | Joint nested (Bivariate: 1 RE + 1 TE) | Joint longitudinal (Bivariate: 1 LO + 1 TE) | Joint trivariate (Trivariate: 1 LO + 1 RE + 1 TE) | Joint Multivariate (Trivariate: 2 RE + 1 TE) | |
---|---|---|---|---|---|---|---|---|---|---|---|
Available options |
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Gamma distribution | |||||||||||
Log-Normal distribution | |||||||||||
Left-truncation | |||||||||||
Interval Censoring | |||||||||||
Two strata | |||||||||||
More strata (max=6) | |||||||||||
Time-dependant covariates | |||||||||||
Calendar timescale | |||||||||||
Weibull | |||||||||||
Piecewise | |||||||||||
Available output |
|||||||||||
Predicted frailties | |||||||||||
Variances of the frailties | |||||||||||
Martingale residuals | |||||||||||
Prediction methods |
|||||||||||
Marginal prediction of a terminal event | |||||||||||
Conditional prediction of a terminal event | |||||||||||
Marginal prediction of a new recurrent event | |||||||||||
Conditional prediction of a new recurrent event | |||||||||||
Model evaluation |
|||||||||||
Cmeasures | |||||||||||
Epoce |
Table 1: Package characteristics. Blue cross is for option available for a given type of model in the package on CRAN, orange cross is for option included in the package but not on CRAN yet. Empty cells mean that an option is not available for a given type of model (either not coded yet or simply not applicable). RE = Recurrent Event ; TE = Terminal Event ; LO = Longitudinal Outcome