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dynsurv (version 0.4-6)

Dynamic Models for Survival Data

Description

Time-varying coefficient models for interval censored and right censored survival data including 1) Bayesian Cox model with time-independent, time-varying or dynamic coefficients for right censored and interval censored data studied by Sinha et al. (1999) and Wang et al. (2013) , 2) Spline based time-varying coefficient Cox model for right censored data proposed by Perperoglou et al. (2006) , and 3) Transformation model with time-varying coefficients for right censored data using estimating equations proposed by Peng and Huang (2007) .

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Install

install.packages('dynsurv')

Monthly Downloads

348

Version

0.4-6

License

GPL (>= 3)

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Maintainer

Wenjie Wang

Last Published

November 29th, 2023

Functions in dynsurv (0.4-6)

reexports

Objects exported from other packages
plotNu

Plot Latent Variance in Bayesian Cox Model
survCurve

Estimated Survival Function or Cumulative Hazard Function
survDiff

Estimated Difference Between Survival or Cumulative Hazard Functions
plotSurv

Plot Survival Curves (or Cumulative Hazard Function) and their difference
tvTran

Fit Time-varying Transformation Model for Right Censored Survival Data
splineCox

Fit Spline Based Cox Model for Right Censored Survival Data
tooth

Tooth Data
coef.tvTran

Extract Coefficients from Time-varying Transformation Model
plotCoef

Plot Coefficient Function
plotJump

Plot Jump Information in Bayesian Dynamic Model
jump

Generic function for jump information
nu

Generic function for the latent variance of coefficients
bayesCox

Fit Bayesian Cox Model for Interval Censored Survival Data
bayesCoxMcmc

Get the MCMC Samples from bayesCox
bcos

Breast Cancer Data
coef.bayesCox

Extract Coefficients from Bayesian Cox Model
coef.splineCox

Extract Coefficients from Spline Base Cox Model
dynsurv

dynsurv: Time-varying coefficient models for interval censored data.
is.bayesCox

Is bayesCox Class Object