SmoothHazard
Estimation of Smooth Hazard Models for Interval-Censored Data
Estimation of two-state (survival) models and irreversible illness-death models with possibly interval-censored, left-truncated and right-censored data. Proportional intensities regression models can be specified to allow for covariates effects separately for each transition. We use either a parametric approach with Weibull baseline intensities or a semi-parametric approach with M-splines approximation of baseline intensities in order to obtain smooth estimates of the hazard functions. Parameter estimates are obtained by maximum likelihood in the parametric approach and by penalized maximum likelihood in the semi-parametric approach.
- Version2024.04.10
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- SmoothHazard citation info
- Last release04/10/2024
Documentation
Team
Thomas Alexander Gerds
Cecile Proust-Lima
Show author detailsRolesAuthorRobin Genuer
Show author detailsRolesContributorCelia Touraine
Show author detailsRolesAuthorPierre Joly
Show author detailsRolesAuthorHelene Jacqmin-Gadda
Show author detailsRolesAuthorAmadou Diakite
Show author detailsRolesAuthorW.D. Cody
Show author detailsRolesAuthorA.H. Morris
Show author detailsRolesAuthorB.W. Brown
Show author detailsRolesAuthor
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Last 30 days
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- Depends1 package
- Imports2 packages
- Suggests1 package