The geometric power half-normal regression model with cure rate

Authors : Yolanda M GÓMEZ, Heleno BOLFARİNE

Pages : 437-446

View : 21 | Download : 8

Publication Date : 2018-04-01

Article Type : Research Paper

Abstract :In this paper we consider the geometric cure rate model defined in [16], using for $S_0insert ignore into journalissuearticles values(\cdot);$, the survival function of carcinogenic cells, an extension of the half-normal distribution based on the distribution of the maximum of a random sample. The implementation of maximum likelihood estimation for the model parameters is discussed and, nally, the model is fitted to a real database insert ignore into journalissuearticles values(Melanoma data set);, and comparisons are performed with alternatives to the new $S_0insert ignore into journalissuearticles values(\cdot);$ .
Keywords : Cure rate survival model, Half normal distribution, Maximum likelihood, Power distribution