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dynsurv (version 0.4-7)

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

612

Version

0.4-7

License

GPL (>= 3)

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Last Published

July 8th, 2024

Functions in dynsurv (0.4-7)

plotCoef

Plot Coefficient Function
tooth

Tooth Data
survDiff

Estimated Difference Between Survival or Cumulative Hazard Functions
plotJump

Plot Jump Information in Bayesian Dynamic Model
tvTran

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

Fit Spline Based Cox Model for Right Censored Survival Data
plotSurv

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

Generic function for jump information
bayesCoxMcmc

Get the MCMC Samples from bayesCox
bcos

Breast Cancer Data
dynsurv

dynsurv: Time-varying coefficient models for interval censored data.
coef.tvTran

Extract Coefficients from Time-varying Transformation Model
bayesCox

Fit Bayesian Cox Model for Interval Censored Survival Data
coef.splineCox

Extract Coefficients from Spline Base Cox Model
coef.bayesCox

Extract Coefficients from Bayesian Cox Model
is.bayesCox

Is bayesCox Class Object
reexports

Objects exported from other packages
plotNu

Plot Latent Variance in Bayesian Cox Model
nu

Generic function for the latent variance of coefficients
survCurve

Estimated Survival Function or Cumulative Hazard Function