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.
|Author||Wenjie Wang [cre, aut], Ming-Hui Chen [aut], Xiaojing Wang [aut], Jun Yan [aut]|
|Date of publication||2017-01-09 09:49:42|
|Maintainer||Wenjie Wang <firstname.lastname@example.org>|
|License||GPL (>= 3)|
bayesCox: Fit Bayesian Cox Model for Interval Censored Survival Data
bcos: Breast Cancer Data
coef.bayesCox: Extract Coefficients from Bayesian Cox Model
coef.splineCox: Extract Coefficients from Spline Base Cox Model
coef.tvTran: Extract Coefficients from Time-varying Transformation Model
dynsurv: dynsurv: Time-varying coefficient models for interval...
jump: Generic function for jump information
nu: Generic function for the latent variance of coefficients
plotCoef: Plot Coefficient Function
plotJump: Plot Jump Information in Bayesian Dynamic Model
plotNu: Plot Latent Variance in Bayesian Cox Model
plotSurv: Plot Survival Curves (or Cumulative Hazard Function) and...
splineCox: Fit Spline Based Cox Model for Right Censored Survival Data
survCurve: Estimated Survival Function or Cumulative Hazard Function
survDiff: Estimated Difference Between Survival or Cumulative Hazard...
tooth: Tooth Data
tvTran: Fit Time-varying Transformation Model for Right Censored...