SmoothHazard: An R Package for Fitting Regression Models to Interval-Censored Observations of Illness-Death Models

SmoothHazard: An R Package for Fitting Regression Models to Interval-Censored Observations of Illness-Death Models

The irreversible illness-death model describes the pathway from an initial state to an absorbing state either directly or through an intermediate state. This model is frequently used in medical applications where the intermediate state represents illness and the absorbing state represents death. In...

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Bibliographic Details
Main Authors: Célia Touraine, Thomas A. Gerds, Pierre Joly
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2017-07-01
Series:Journal of Statistical Software
Subjects:
illness-death model
interval-censored data
left-truncated data
survival model
smooth transition intensities
Weibull
penalized likelihood
$M$-splines
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/3204

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https://www.jstatsoft.org/index.php/jss/article/view/3204

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