Journal article

The geometric power half-normal regression model with cure rate

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 modelHalf normal distributionMaximum likelihoodPower distribution

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