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icmstate (version 0.2.0)

icmstate-package: icmstate

Description

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

Arguments

Author

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

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).

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