Dynamic Models for Survival Data
Fit Bayesian Cox Model for Interval Censored Survival Data
Get the MCMC Samples from bayesCox
Extract Coefficients from Bayesian Cox Model
Extract Coefficients from Spline Base Cox Model
Extract Coefficients from Time-varying Transformation Model
dynsurv: Time-varying coefficient models for interval censored data.
Is bayesCox Class Object
Generic function for jump information
Generic function for the latent variance of coefficients
Plot Coefficient Function
Plot Jump Information in Bayesian Dynamic Model
Plot Latent Variance in Bayesian Cox Model
Plot Survival Curves (or Cumulative Hazard Function) and their differe...
Objects exported from other packages
Fit Spline Based Cox Model for Right Censored Survival Data
Estimated Survival Function or Cumulative Hazard Function
Estimated Difference Between Survival or Cumulative Hazard Functions
Fit Time-varying Transformation Model for Right Censored Survival Data
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) <doi:10.1111/j.0006-341X.1999.00585.x> and Wang et al. (2013) <doi:10.1007/s10985-013-9246-8>, 2) Spline based time-varying coefficient Cox model for right censored data proposed by Perperoglou et al. (2006) <doi:10.1016/j.cmpb.2005.11.006>, and 3) Transformation model with time-varying coefficients for right censored data using estimating equations proposed by Peng and Huang (2007) <doi:10.1093/biomet/asm058>.