The Kumaraswamy-transmuted exponentiated modified Weibull distribution

被引:13
|
作者
Al-babtain, Abdulhakim [1 ]
Fattah, Ahmed A. [2 ]
Ahmed, A-Hadi N. [2 ]
Merovci, Faton [3 ]
机构
[1] King Saud Univ, Dept Stat & Operat Res, Riyadh, Saudi Arabia
[2] Cairo Univ, Inst Stat Studies & Res, Giza 12613, Egypt
[3] Univ Prishtina, Dept Math, Prishtina, Kosovo
关键词
Exponentiated exponential; Exponentiated weibull; Kumaraswamy distribution; Maximum likelihood estimation; Order statistics; Survival function; Transmutation; 62N01; 62N02; 62E10; FAMILY; RELIABILITY;
D O I
10.1080/03610918.2015.1011338
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This article introduces a new generalization of the transmuted exponentiated modified Weibull distribution introduced by Eltehiwy and Ashour in 2013, using Kumaraswamy distribution introduced by Cordeiro and de Castro in 2011. We refer to the new distribution as Kumaraswamy-transmuted exponentiated modified Weibull (Kw-TEMW) distribution. The new model contains 54 lifetime distributions as special cases such as the KumaraswamyWeibull, exponentiated modified Weibull, exponentiated Weibull, exponentiated exponential, transmuted Weibull, Rayleigh, linear failure rate, and exponential distributions, among others. The properties of the new model are discussed and the maximum likelihood estimation is used to evaluate the parameters. Explicit expressions are derived for the moments and examine the order statistics. This model is capable of modeling various shapes of aging and failure criteria.
引用
收藏
页码:3812 / 3832
页数:21
相关论文
共 50 条
  • [1] Exponentiated Transmuted Modified Weibull Distribution
    Pal, Manisha
    Tiensuwan, Montip
    EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS, 2015, 8 (01): : 1 - 14
  • [2] The transmuted exponentiated Weibull geometric distribution: Theory and applications
    Saboor, Abdus
    Elbatal, Ibrahim
    Cordeiro, Gauss M.
    HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS, 2016, 45 (03): : 973 - 987
  • [3] The Transmuted Exponentiated Additive Weibull Distribution: Properties and Applications
    Nofal, Zohdy M.
    Afify, Ahmed Z.
    Yousof, Haitham M.
    Granzotto, Daniele C. T.
    Louzada, Francisco
    JOURNAL OF MODERN APPLIED STATISTICAL METHODS, 2018, 17 (01)
  • [4] The Exponentiated Kumaraswamy Inverse Weibull Distribution with Application in Survival Analysis
    J. A. Rodrigues
    A. P. C. M. Silva
    G. G. Hamedani
    Journal of Statistical Theory and Applications, 2016, 15 (1): : 8 - 24
  • [5] The exponentiated transmuted Weibull geometric distribution with application in survival analysis
    Fattah, Ahmed A.
    Nadarajah, Saralees
    Ahmed, A-Hadi N.
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2017, 46 (06) : 4244 - 4263
  • [6] The Exponentiated Kumaraswamy Inverse Weibull Distribution with Application in Survival Analysis
    Rodrigues, J. A.
    Silva, A. P. C. M.
    Hamedani, G. G.
    JOURNAL OF STATISTICAL THEORY AND APPLICATIONS, 2016, 15 (01): : 8 - 24
  • [7] Transmuted Modified Weibull Distribution: A Generalization of the Modified Weibull Probability Distribution
    Khan, Muhammad Shuaib
    King, Robert
    EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS, 2013, 6 (01): : 66 - 88
  • [8] The Transmuted Generalized Modified Weibull Distribution
    Cordeiro, Gauss M.
    Saboor, Abdus
    Khan, Muhammad Nauman
    Provost, Serge B.
    Ortega, Edwin M. M.
    FILOMAT, 2017, 31 (05) : 1395 - 1412
  • [9] Transmuted Kumaraswamy Weibull Distribution with Covariates Regression Modelling to Analyze Reliability Data
    Khan, Muhammad Shuaib
    King, Robert
    Hudson, Irene Lena
    JOURNAL OF STATISTICAL THEORY AND APPLICATIONS, 2020, 19 (04): : 487 - 505
  • [10] Transmuted Kumaraswamy Weibull Distribution with Covariates Regression Modelling to Analyze Reliability Data
    Muhammad Shuaib Khan
    Robert King
    Irene Lena Hudson
    Journal of Statistical Theory and Applications, 2020, 19 : 487 - 505