icmstate-package {icmstate}R Documentation

icmstate

Description

Non-parametric estimation of transition intensities in interval-censored multi-state models

Details

Allows for the estimation of transition intensities in interval-censored multi-state models using the approach of Gomon and Putter (2024) (Multinomial likelihood) or Gu et al. (2023) (Poisson likelihood).

Author(s)

Maintainer: Daniel Gomon <dgstatsoft@gmail.com> [aut, cre]
Hein Putter [aut]

References

Y. Gu, D. Zeng, G. Heiss, and D. Y. Lin, Maximum likelihood estimation for semiparametric regression models with interval-censored multistate data, Biometrika, Nov. 2023, doi:10.1093/biomet/asad073

D. Gomon and H. Putter, Non-parametric estimation of transition intensities in interval censored Markov multi-state models without loops, arXiv, 2024, doi:10.48550/arXiv.2409.07176


[Package icmstate version 0.1.1 Index]