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dynsurv (version 0.2-2)

Dynamic models for survival data

Description

Functions to fit time-varying coefficient models for interval censored and right censored survival data. Three major approaches are implemented: 1) Bayesian Cox model with time-independent, time-varying or dynamic coefficients for right censored and interval censored data; 2) Spline based time-varying coefficient Cox model for right censored data; 3) Transformation model with time-varying coefficients for right censored data using estimating equations.

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Version

Install

install.packages('dynsurv')

Monthly Downloads

348

Version

0.2-2

License

GPL (>= 3)

Maintainer

Jun Yan

Last Published

May 1st, 2014

Functions in dynsurv (0.2-2)

coef.bayesCox

Extract Coefficients from Bayesian Cox Model
bayesCox

Fit Bayesian Cox Model for Interval Censored Survival Data
plotJump

Plot Jump Information in Bayesian Dynamic Model
bcos

Breast Cancer Data
tooth

Tooth Data
tvTran

Fit Time-varying Transformation Model for Right Censored Survival Data
nu.bayesCox

Extract Latent Variance from Bayesian Cox Model
coef.splineCox

Extract Coefficients from Spline Base Cox Model
plotCoef

Plot Coefficient Function
jump.bayesCox

Extract Jump Information from Bayesian Dyanmic Model
plotNu

Plot Latent Variance in Bayesian Cox Model
coef.tvTran

Extract Coefficients from Time-varying Transformation Model
splineCox

Fit Spline Based Cox Model for Right Censored Survival Data