Year: 2005
Type: dataset
Abstract: Parameter estimation for the general class of semiparametric models for recurrent event data proposed by Peña and Hollander (2004, <ISBN:978-1-4020-7737-6>). The model incorporates an effective age function encoding the impact of interventions after each event occurrence, the effect of accumulating event occurrences, a link function for possibly time-dependent covariates, and optional gamma frailties to induce dependence among inter-event times.It also fits the extension for cancer relapses of González et al. (2005) <doi:10.1002/sim.2410>.Estimation is performed by profile likelihood, with an expectation-maximization algorithm for the frailty model, and the package provides descriptive, diagnostic and predictive tools for the fitted models.Depends R (>= 3.5.0)Imports Rcpp, survival, ggplot2, scales, rlang, stats, graphics, grDevices LinkingTo Rcpp, RcppArmadillo Suggests testthat (>= 3.0.0),knitr, rmarkdown, BiocStyle VignetteBuilder
Language: English
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: gold
OpenAlex ID: W7212366361