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flexmsm

A General Framework for Flexible Multi-State Survival Modelling

v0.1.2 · Jul 19, 2024 · MIT + file LICENSE

Description

A general estimation framework for multi-state Markov processes with flexible specification of the transition intensities. The log-transition intensities can be specified through Generalised Additive Models which allow for virtually any type of covariate effect. Elementary specifications such as time-homogeneous processes and simple parametric forms are also supported. There are no limitations on the type of process one can assume, with both forward and backward transitions allowed and virtually any number of states.

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Dependency Network

Dependencies Reverse dependencies GJRM mgcv trust matrixStats flexmsm

Version History

4 tracked
new 0.1.2 Mar 10, 2026
updated 0.1.2 ← 0.1.1 diff Jul 18, 2024
updated 0.1.1 ← 0.1.0 diff Jun 22, 2023
new 0.1.0 Jun 21, 2023