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.
|Depends:||R (≥ 1.9.1)|
|Imports:||lava, mvtnorm, prodlim|
|Author:||Celia Touraine, Pierre Joly, Thomas A. Gerds|
|Maintainer:||Thomas Alexander Gerds <tag at biostat.ku.dk>|
|License:||GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]|
|CRAN checks:||SmoothHazard results|
|Windows binaries:||r-devel: SmoothHazard_1.2.3.zip, r-release: SmoothHazard_1.2.3.zip, r-oldrel: SmoothHazard_1.2.3.zip|
|OS X Mavericks binaries:||r-release: SmoothHazard_1.2.3.tgz, r-oldrel: SmoothHazard_1.2.3.tgz|
|Old sources:||SmoothHazard archive|
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