A New Lifetime Model: The Gamma Extended Fréchet Distribution

被引:0
作者
Ronaldo V. da Silva
Thiago A. N. de Andrade
Diego B. M. Maciel
Renilma P. S. Campos
Gauss M. Cordeiro
机构
[1] Federal University of Pernambuco,
[2] UFPE,undefined
来源
Journal of Statistical Theory and Applications | 2013年 / 12卷 / 1期
关键词
Fréchet distribution; gamma extended Fréchet distribution; maximum likelihood; observed information matrix; Weibull distribution;
D O I
10.2991/jsta.2013.12.1.4
中图分类号
学科分类号
摘要
For the first time, a four-parameter lifetime model, called the gamma extended Fréchet distribution, is defined and studied. We obtain some of its mathematical properties. Explicit expressions for the ordinary and incomplete moments, quantile function, mean deviations, Rényi entropy and reliability are provided. The order statistics and their moments are derived. The method of maximum likelihood is used for estimating the model parameters. We determine the observed information matrix. An application to a real data set shows that the new distribution can provide a better fit than other classical lifetime models. We hope that this generalization may attract wider applications in reliability, biology and survival analysis.
引用
收藏
页码:39 / 54
页数:15
相关论文
共 50 条
  • [41] An alternative competing risk model to the Weibull distribution for modelling aging in lifetime data analysis
    Nicolas Bousquet
    Henri Bertholon
    Gilles Celeux
    Lifetime Data Analysis, 2006, 12
  • [42] A method for estimating the probability distribution of the lifetime for new technical equipment based on expert judgement
    Andrzejczak, Karol
    Bukowski, Lech
    EKSPLOATACJA I NIEZAWODNOSC-MAINTENANCE AND RELIABILITY, 2021, 23 (04): : 757 - 769
  • [43] A new extended normal quantile regression model: properties and applications
    Rodrigues, Gabriela M.
    Ortega, Edwin M. M.
    Vila, Roberto
    Cordeiro, Gauss M.
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2023,
  • [44] Finite weakest-link model of lifetime distribution of quasibrittle structures under fatigue loading
    Le, Jia-Liang
    Bazant, Zdenek P.
    MATHEMATICS AND MECHANICS OF SOLIDS, 2014, 19 (01) : 56 - 70
  • [45] On the performance of some new Liu parameters for the gamma regression model
    Qasim, Muhammad
    Amin, Muhammad
    Amanullah, Muhammad
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2018, 88 (16) : 3065 - 3080
  • [46] A New Bimodal Distribution for Modeling Asymmetric Bimodal Heavy-Tail Real Lifetime Data
    Butt, Nadeem S.
    Khalil, Mohamed G.
    SYMMETRY-BASEL, 2020, 12 (12): : 1 - 27
  • [47] New moment estimation of parameters of the generalized gamma distribution using it's characterization
    Huang, Ping-Huang
    Hwang, Tea-Yuan
    TAIWANESE JOURNAL OF MATHEMATICS, 2006, 10 (04): : 1083 - 1093
  • [48] Estimation of the parameters of the extended growth curve model under multivariate skew normal distribution
    Jana, Sayantee
    Balakrishnan, Narayanaswamy
    Hamid, Jemila S.
    JOURNAL OF MULTIVARIATE ANALYSIS, 2018, 166 : 111 - 128
  • [49] An EM type estimation procedure for the destructive exponentially weighted Poisson regression cure model under generalized gamma lifetime
    Pal, Suvra
    Balakrishnan, N.
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2017, 87 (06) : 1107 - 1129
  • [50] Statistical analysis of air quality dataset of Kathmandu, Nepal, with a New Extended Kumaraswamy Exponential Distribution
    Arun Kumar Chaudhary
    Lal Babu Sah Telee
    Murari Karki
    Vijay Kumar
    Environmental Science and Pollution Research, 2024, 31 : 21073 - 21088