penMSM - Estimating Regularized Multi-state Models Using L1 Penalties
Structured fusion Lasso penalized estimation of multi-state models with the penalty applied to absolute effects and absolute effect differences (i.e., effects on transition-type specific hazard rates).
Last updated 10 years ago
cpp
1.18 score 15 scripts 167 downloadsgamboostMSM - Boosting Multistate Models
Contains infrastructure for using mboost::gamboost() in order to estimate multistate models.
Last updated 3 years ago
1.00 score 4 scripts 230 downloadssimMSM - Simulation of Event Histories for Multi-State Models
Simulation of event histories with possibly non-linear baseline hazard rate functions, non-linear (time-varying) covariate effect functions, and dependencies on the past of the history. Random generation of event histories is performed using inversion sampling on the cumulative all-cause hazard rate functions.
Last updated 3 years ago
1.00 score 8 scripts 193 downloads