Nonparametric latency estimation for mixture cure models
Methodology
2024-01-31 v1
Abstract
A nonparametric latency estimator for mixture cure models is studied in this paper. An i.i.d. representation is obtained, the asymptotic mean squared error of the latency estimator is found, and its asymptotic normality is proven. A bootstrap bandwidth selection method is introduced and its efficiency is evaluated in a simulation study. The proposed methods are applied to a dataset of colorectal cancer patients in the University Hospital of A Coru\~na (CHUAC).
Cite
@article{arxiv.2401.16954,
title = {Nonparametric latency estimation for mixture cure models},
author = {Ana López-Cheda and M. Amalia Jácome and Ricardo Cao},
journal= {arXiv preprint arXiv:2401.16954},
year = {2024}
}
Comments
24 pages, 3 figures