loglik_Chen_piecewise_exponential {EventPredInCure} | R Documentation |
Log-likelihood function for piecewise-exponential distribution with cured population
Description
Provide log-likelihood function for piecewise-exponential distribution with cured population
Usage
loglik_Chen_piecewise_exponential(par = NULL, df, piecewiseSurvivalTime)
Arguments
par |
a vector with m+1 elements, where the first element denotes the logistic of the proportion of the cured population, and the rest element denotes the log of the hazard rate in intervals |
df |
The subject-level event data, including |
piecewiseSurvivalTime |
A vector with length m that specifies the time intervals for the piecewise exponential survival distribution. Must start with 0, e.g., c(0, 60) breaks the time axis into 2 event intervals: [0, 60) and [60, Inf). By default, it is set to 0. |
Value
The negative value of the log-likelihood function given parameter
par
and the dataset df
References
Chen, Tai-Tsang. "Predicting analysis times in randomized clinical trials with cancer immunotherapy." BMC medical research methodology 16.1 (2016): 1-10.