GHMLE: Overall Survival GH model. Log likelihood and MLE for the GH...

In FJRubio67/GHSurv: Parametric General Hazards models

Overall Survival GH model. Log likelihood and MLE for the GH hazards model. Baseline hazards: Lognormal, Log-logistic, Gamma, PGW, EW, GG

Description

Overall Survival GH model. Log likelihood and MLE for the GH hazards model. Baseline hazards: Lognormal, Log-logistic, Gamma, PGW, EW, GG

Usage

GHMLE(
  init,
  times,
  status,
  hstr,
  des_t,
  des,
  method = "Nelder-Mead",
  maxit = 1000
)

Arguments

init	: initial points for optimisation
times	: survival times
status	: vital status (1 - dead, 0 - alive)
hstr	: hazard structure including baseline (LNGH,LLGH,GGH,PGWGH,EWGH,GGGH)
des_t	: design matrix for time-dependent effects (q x n), q >= 1
des	: design matrix for hazard-level effects (p x n), p >= 1
method:	"nlminb" or a method from "optim"
maxit:	The maximum number of iterations. Defaults to 1000

Value

a list containing the output of the optimisation (OPT) and the log-likelihood function (loglik)

FJRubio67/GHSurv documentation built on March 1, 2024, 5:17 a.m.