SmoothHazard is a package for fitting illness-death (and survival) model with possibly interval-censored data for transition toward transient state. Left-truncated and right-censored data are also allowed. Proportional intensities regression models allow for covariates on each of the 3 transitions. 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. Estimation of parameters is conducted by likelihood maximization in the parametric approach or penalized likelihood maximization in the semi-parametric approach.
|Author||Celia Touraine, Pierre Joly, Thomas A. Gerds|
|Date of publication||2015-10-22 14:51:53|
|Maintainer||Thomas Alexander Gerds <[email protected]>|
|License||GPL (>= 2)|
|Package repository||View on R-Forge|
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