The Discrete Exponentiated-Chen Model and Its Applications

نویسندگان

چکیده

A novel discrete exponentiated Chen (DEC) distribution, which is a subset of the continuous proposed. The offered model more adaptable to analyzing wide range data than traditional and recently published models. Several important statistical reliability characteristics DEC are introduced. In presence Type-II censored data, maximum likelihood asymptotic confidence interval estimators parameters acquired. Two various bootstrapping also obtained. To examine efficacy adopted methods, several simulations implemented. further clarify in life scenario, two applications, based on number vehicle fatalities South Carolina 2012 final exam marks 2004 at Indian Institute Technology Kanpur, analyzed. analysis findings showed that most effective for fitting supplied sets compared eleven well-known models literature, including: Poisson, geometric, negative binomial, discrete-Weibull, Burr Type XII, generalized exponential, discrete-gamma, Hatke, Nadarajah-Haghighi, modified-Weibull, discrete-Weibull Ultimately, new recommended be applied many fields real practice.

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ژورنال

عنوان ژورنال: Symmetry

سال: 2023

ISSN: ['0865-4824', '2226-1877']

DOI: https://doi.org/10.3390/sym15061278