Partly linear single-index cure models with a nonparametric incidence link function
Chun Yin Lee,
Kin Yau Wong,
Dipankar Bandyopadhyay
Abstract:In cancer studies, it is commonplace that a fraction of patients participating in the study are cured, such that not all of them will experience a recurrence, or death due to cancer. Also, it is plausible that some covariates, such as the treatment assigned to the patients or demographic characteristics, could affect both the patients’ survival rates and cure/incidence rates. A common approach to accommodate these features in survival analysis is to consider a mixture cure survival model with the incidence rat… Show more
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