Using the package it is possible to non-parametrically estimate transition intensities in interval-censored multi-state models. The package also provides utilities for plotting panel data and transition probabilities between states. Many of the functions from the package can be used for visualisation as well. The package currently supports two approaches to determine transition intensities, either using the Multinomial likelihood approach as in Gomon and Putter (2024) or the latent Poisson approach as in Gu et al (2023).
More information on how to use the package can be found in the vignettes under the doc directory.
# install.packages("devtools")
devtools::install_github("d-gomon/icmstate")The results of Gomon and Putter (2024) can be reproduced using the code in the folder Research_Code.
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