Bivariate Mixture of Inverse Weibull Distribution: Properties and Estimation

被引：4
|
作者：
AL-Moisheer, A. S. [1 ]
Alotaibi, Refah Mohammed [2 ]
Alomani, Ghadah A. [2 ]
Rezk, H. [2 ,3 ]
机构：
[1] Jouf Univ, Math Dept, Coll Sci, POB 848, Sakaka 72351, Saudi Arabia
[2] Princess Nourah Bint Abdulrahman Univ, Math Sci Dept, Coll Sci, POB 84428, Riyadh 11671, Saudi Arabia
[3] Al Azhar Univ, Stat Dept, Cairo, Egypt
来源：
MATHEMATICAL PROBLEMS IN ENGINEERING | 2020年 / 2020卷 / 2020期
关键词：
DISCRIMINANT FUNCTION; PARAMETERS; LIFE;
D O I：
10.1155/2020/5234601
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In this study, we construct a mixture of bivariate inverse Weibull distribution. We assumed that the parameters of two marginals have Bernoulli distributions. Several properties of the proposed model are obtained, such as probability marginal density function, probability marginal cumulative function, the product moment, the moment of the two variables x and y, the joint moment-generating function, and the correlation between x and y. The real dataset has been analyzed. We observed that the mixture bivariate inverse Weibull distribution provides a better fit than the other model.
引用
收藏
页数：12
相关论文
共 50 条
  • [21] Bayes and Non-Bayes Estimation of Change Point in Nonstandard Mixture Inverse Weibull Distribution
    Ganji, Masoud
    Mostafayi, Roghayeh
    JOURNAL OF STATISTICAL THEORY AND APPLICATIONS, 2019, 18 (01): : 79 - 86
  • [22] A Novel Bivariate Generalized Weibull Distribution with Properties and Applications
    Pathak A.K.
    Arshad M.
    J. Azhad Q.
    Khetan M.
    Pandey A.
    American Journal of Mathematical and Management Sciences, 2023, 42 (04) : 279 - 306
  • [23] Mixture of the inverse Rayleigh distribution: Properties and estimation in a Bayesian framework
    Ali, Sajid
    APPLIED MATHEMATICAL MODELLING, 2015, 39 (02) : 515 - 530
  • [24] Bayes estimation for the Marshall-Olkin bivariate Weibull distribution
    Kundu, Debasis
    Gupta, Arjun K.
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2013, 57 (01) : 271 - 281
  • [25] Bivariate Unit-Weibull Distribution: Properties and Inference
    Tovar-Falon, Roger
    Martinez-Florez, Guillermo
    Paez-Martinez, Luis
    MATHEMATICS, 2023, 11 (17)
  • [26] ESTIMATION OF PARAMETERS OF THE INVERSE GAUSSIAN-WEIBULL MIXTURE MODEL
    ALHUSSAINI, EK
    ABDELHAKIM, NS
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1990, 19 (05) : 1607 - 1622
  • [27] On bivariate discrete Weibull distribution
    Kundu, Debasis
    Nekoukhou, Vahid
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2019, 48 (14) : 3464 - 3481
  • [28] Parameter Estimation of the Weighted Generalized Inverse Weibull Distribution
    Sofi Mudasir
    S. P. Ahmad
    Journal of Statistical Theory and Applications, 2021, 20 : 395 - 406
  • [29] Parameter Estimation of the Weighted Generalized Inverse Weibull Distribution
    Mudasir, Sofi
    Ahmad, S. P.
    JOURNAL OF STATISTICAL THEORY AND APPLICATIONS, 2021, 20 (02): : 395 - 406
  • [30] The Extended Inverse Weibull Distribution: Properties and Applications
    Alkarni, Said
    Afify, Ahmed Z.
    Elbatal, I
    Elgarhy, M.
    COMPLEXITY, 2020, 2020 (2020)
12345