SmoothHazard (1.4.1)

0 users

Estimation of Smooth Hazard Models for Interval-Censored Data with Applications to Survival and Illness-Death Models.

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.

Maintainer: Thomas A. Gerds
Author(s): Celia Touraine, Pierre Joly, Thomas A. Gerds

License: GPL (>= 2)

Uses: lava, mvtnorm, prodlim

Released over 2 years ago.

5 previous versions



  (0 votes)


  (0 votes)

Log in to vote.


No one has written a review of SmoothHazard yet. Want to be the first? Write one now.

Related packages: BMA, BayHaz, DAAG, Epi, ICE, KMsurv, LearnBayes, MCMCpack, MLEcens, NADA, NestedCohort, SMPracticals, VGAM, aster, bayesSurv, boot, clinfun, cmprsk, coin, coxphf(20 best matches, based on common tags.)

Search for SmoothHazard on google, google scholar, r-help, r-devel.

Visit SmoothHazard on R Graphical Manual.