Kumaraswamy Marshall-Olkin Exponential distribution

被引:9
|
作者
George, Roshini [1 ]
Thobias, S. [1 ]
机构
[1] Loyola Coll Autonomous, Dept Stat, Chennai 600034, Tamil Nadu, India
关键词
Characterization; Kumaraswamy distribution; Renyi entropy; Simulation; Stochastic ordering; FAMILY;
D O I
10.1080/03610926.2018.1440594
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
In this paper, a new generalization of the Kumaraswamy distribution namely, the Kumaraswamy Marshall-Olkin Exponential distribution (KwMOE) is introduced and studied. Various properties are explored. The structural analysis includes various aspects such as limiting behaviour, shape properties, moments, quantiles, mean deviation, Renyi entropy, order statistics and stochastic ordering. Some useful characterizations of the family are also obtained. The method of maximum likelihood is used to estimate the model parameters. Monte Carlo simulation study is being conducted. An application to a real data set is presented for illustrative purposes.
引用
收藏
页码:1920 / 1937
页数:18
相关论文
共 50 条
  • [11] BAYES ESTIMATION FOR THE MARSHALL-OLKIN EXPONENTIAL-DISTRIBUTION
    PENA, EA
    GUPTA, AK
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1990, 52 (02): : 379 - 389
  • [12] Correlation structure of the Marshall-Olkin bivariate exponential distribution
    Lin, Gwo Dong
    Lai, Chin-Diew
    Govindaraju, K.
    STATISTICAL METHODOLOGY, 2016, 29 : 1 - 9
  • [13] Marshall-olkin extended inverted kumaraswamy distribution for modeling of wind speed data
    Alqasem, Ohud A.
    Mustafa, Manahil SidAhmed
    Abdel-Aty, Abdel-Haleem
    Owyed, Saud
    Nisar, Kottakkaran Sooppy
    Hussam, Eslam
    JOURNAL OF RADIATION RESEARCH AND APPLIED SCIENCES, 2024, 17 (03)
  • [14] Objective Bayesian analysis for bivariate Marshall-Olkin exponential distribution
    Guan, Qiang
    Tang, Yincai
    Xu, Ancha
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2013, 64 : 299 - 313
  • [15] MARSHALL-OLKIN ALPHA POWER TRANSFORMED EXTENDED EXPONENTIAL DISTRIBUTION
    John, Eunice shadrack
    Wanjoya, Anthony kibira
    Kilai, Mutua
    COMMUNICATIONS IN MATHEMATICAL BIOLOGY AND NEUROSCIENCE, 2025,
  • [16] The Marshall-Olkin Frechet Distribution
    Krishna, E.
    Jose, K. K.
    Alice, T.
    Ristic, Miroslav M.
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2013, 42 (22) : 4091 - 4107
  • [17] Generalized Marshall-Olkin exponentiated exponential distribution: Properties and applications
    Ozkan, Egemen
    Simsek, Gulhayat Golbasi
    PLOS ONE, 2023, 18 (01):
  • [18] Generalized Order Statistics from Marshall-Olkin Extended Exponential Distribution
    Athar, Haseeb
    Nayabuddin
    Zarrin, Saima
    JOURNAL OF STATISTICAL THEORY AND APPLICATIONS, 2019, 18 (02): : 129 - 135
  • [19] BIVARIATE MARSHALL-OLKIN EXPONENTIAL SHOCK MODEL
    Mohtashami-Borzadaran, H. A.
    Jabbari, H.
    Amini, M.
    PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES, 2021, 35 (03) : 745 - 765
  • [20] The Marshall-Olkin length-biased exponential distribution and its applications
    ul Haq, Muhammad Ahsan
    Usman, Rana Muhammad
    Hashmi, Sharqa
    Al-Omeri, Amer Ibrahim
    JOURNAL OF KING SAUD UNIVERSITY SCIENCE, 2019, 31 (02) : 246 - 251