Kumaraswamy Inverted Topp–Leone Distribution with Applications to COVID-19 Data

نویسندگان

چکیده

In this paper, an attempt is made to discover the distribution of COVID-19 spread in different countries such as; Saudi Arabia, Italy, Argentina and Angola by specifying optimal statistical for analyzing mortality rate COVID-19. A new generalization recently inverted Topp Leone distribution, called Kumaraswamy Topp–Leone proposed combining Kumaraswamy-G family distribution. We initially provide a linear representation its density function. give some structure properties, as quantile function, median, moments, incomplete Lorenz Bonferroni curves, entropies measures stress-strength reliability. Then, Bayesian maximum likelihood estimators parameters under Type-II censored sample are considered. estimator regarded using symmetric asymmetric loss functions. As analytical solution too hard, behaviours estimates have been done viz Monte Carlo simulation study reasonable comparisons presented. The outcomes confirmed efficiencies obtained well yielded superiority estimate adequate priors compared estimate. Application showed that more appropriate than other competitive models.

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ژورنال

عنوان ژورنال: Computers, materials & continua

سال: 2021

ISSN: ['1546-2218', '1546-2226']

DOI: https://doi.org/10.32604/cmc.2021.013971