Log-symmetric models with cure fraction with application to leprosy reactions data
نویسندگان
چکیده
In this paper, we propose a log-symmetric survival model with cure fraction, considering that the distributions of lifetimes for susceptible individuals belong to class distributions. This has continuous, strictly positive, and asymmetric distributions, including log-normal, log-Student-t, Birnbaum–Saunders, log-logistic I, II, contaminated log-power-exponential, log-slash The is quite flexible allows bimodal outliers. It two parameters interpreted directly as location scale, where median, which robust measure in presence outliers informative analysis. proposed includes explanatory variables through parameter associated fraction. We evaluate performance such extensive simulation studies consider real data application effect factors on immunity leprosy reactions patients Hansen’s disease.
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ژورنال
عنوان ژورنال: Brazilian Journal of Probability and Statistics
سال: 2022
ISSN: ['2317-6199', '0103-0752']
DOI: https://doi.org/10.1214/22-bjps540