Three parameter Transmuted Rayleigh distribution with application to Reliability data

被引:0
|
作者
Muhammad Shuaib Khan
Robert King
Irene Lena Hudson
机构
[1] University of Newcastle,School of Mathematical and Physical Sciences
来源
Journal of Statistical Theory and Applications | 2016年 / 15卷 / 3期
关键词
2P-Rayleigh distribution; weighted Rayleigh distribution; moment estimation; order statistics; maximum likelihood estimation; 90B25; 62N05;
D O I
10.2991/jsta.2016.15.3.9
中图分类号
学科分类号
摘要
This research introduces the three parameter transmuted Rayleigh distribution with an application to fatigue fracture data. Using the quadratic rank transmutation map method proposed by Shaw et al. [25] we develop the three parameter transmuted Rayleigh distribution. This research also introduces the new class of weighted Rayleigh distribution by using Azzalini [2] method. Some structural properties of the new distribution are derived such as moments, incomplete moments, probability weighted moments, moment generating function, entropies, mean deviation and the kth moment of order statistics. The parameters of the proposed model are estimated using the maximum likelihood estimation and obtain the observed information matrix. The potentiality of the proposed model is illustrated using fatigue fracture data.
引用
收藏
页码:296 / 312
页数:16
相关论文
共 50 条
  • [1] Three parameter Transmuted Rayleigh distribution with application to Reliability data
    Khan, Muhammad Shuaib
    King, Robert
    Hudson, Irene Lena
    JOURNAL OF STATISTICAL THEORY AND APPLICATIONS, 2016, 15 (03): : 296 - 312
  • [2] Transmuted Generalized Inverted Exponential Distribution with Application to Reliability Data
    Khan, Muhammad Shuaib
    THAILAND STATISTICIAN, 2018, 16 (01): : 14 - 25
  • [3] Cubic Transmuted Rayleigh Distribution: Theory and Application
    Rahman, Md Mahabubur
    AUSTRIAN JOURNAL OF STATISTICS, 2022, 51 (03) : 164 - 177
  • [4] Exponentiated Transmuted Generalized Rayleigh Distribution: A New Four Parameter Rayleigh Distribution
    Afify, Ahmed Z.
    Nofal, Zohdy M.
    Ebraheim, Abd El Hadi N.
    PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2015, 11 (01) : 115 - 134
  • [5] A Note on the Transmuted Generalized Inverted Exponential Distribution with Application to Reliability Data
    Okorie, Idika E.
    Akpanta, Anthony C.
    THAILAND STATISTICIAN, 2019, 17 (01): : 118 - 124
  • [6] Transmuted Modified Inverse Rayleigh Distribution
    Khan, Muhammad Shuaib
    King, Robert
    AUSTRIAN JOURNAL OF STATISTICS, 2015, 44 (03) : 17 - 29
  • [7] Transmuted Generalized Gompertz distribution with application
    Muhammad Shuaib Khan
    Robert King
    Irene Lena Hudson
    Journal of Statistical Theory and Applications, 2017, 16 (1): : 65 - 80
  • [8] Transmuted Burr Type X Distribution with Covariates Regression Modeling to Analyze Reliability Data
    Khan M.S.
    King R.
    Hudson I.L.
    American Journal of Mathematical and Management Sciences, 2020, 39 (02): : 99 - 121
  • [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