论新科kies burr xii分布

F. Bhatti, G. Hamedani, Azeem Ali, M. Ahmad
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引用次数: 0

摘要

我们提出了一个从T-X生成器衍生出来的新的生命周期模型,称为新家族的Kies Burr XII (NFKBXII)分布。NFKBXII密度函数具有对称性、右偏、左偏、J型、反J型、U型和指数型。根据参数的选择,NFKBXII模型的故障率可以是单调的,也可以是非单调的。为了显示NFKBXII分布的重要性,我们建立了各种数学性质,如随机数生成器、矩、记录值的密度函数、可靠性和表征。我们解决了NFKBXII参数的最大似然估计(MLE)。我们通过模拟研究估计了极大似然估计器的精度。我们考虑将其应用于血清逆转时间,以阐明NFKBXII模型以及NKBXII、KMBXII、KBXII、NKL、KL、MBXII、MBIII、威布尔分布和逆威布尔分布的潜力和效用。我们应用拟合优度统计(GOFs)、各种模型选择标准和图形工具来检查NFKBXII分布的充分性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ON THE NEW FAMILY OF KIES BURR XII DISTRIBUTION
: We propose a new lifetime model derived from the T-X generator called the new family of Kies Burr XII (NFKBXII) distribution. The NFKBXII density function is symmetrical, right-skewed, left-skewed, J, reverse-J, U and exponential shaped. The NFKBXII model failure rates can be monotone and non-monotone in shapes depending on the selection of the parameters. To show the importance of the NFKBXII distribution, we establish various mathematical properties such as random number generator, moments, density functions of record values, reliability and characterizations. We address the maximum likelihood estimates (MLE) for the NFKBXII parameters. We estimate the precision of the maximum likelihood estimators via a simulation study. We consider an application to serum-reversal times to clarify the potentiality and utility of the NFKBXII model along with NKBXII, KMBXII, KBXII, NKL, KL, MBXII, MBIII, Weibull and inverse Weibull distributions. We apply goodness of fit statistics (GOFs), various model selection criteria, and graphical tools to examine the adequacy of the NFKBXII distribution.
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