A LENGTH-BIASED VERSION OF THE GENERALIZED GAMMA DISTRIBUTION

被引:0
|
作者
Rashwan, Nasr Ibrahim [1 ]
机构
[1] Fac Commerce, Dept Stat, Tanta, Egypt
关键词
length-biased; generalized g amma distribution; coefficient of skewness; coefficient of kurtosis; reliability function; failure rate function; moments estimation method; the maximum likelihood estimation;
D O I
暂无
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 paper develops a length-biased version of the generalized gamma distribution. This is known as the generalized gamma length-biased (GGLB) distribution. The statistical properties of this distribution are discussed and studied. These properties involve the mean, the variance, the mode, the coefficient of skewness, the coefficient of kurtosis, the cumulative density function, the reliability function and the failure rate function (hazard function). It also estimates the parameters of distribution using the moments method and the maximum likelihood estimation method. The calculations are illustrated with the help of numerical example.
引用
收藏
页码:119 / 137
页数:19
相关论文
共 50 条
  • [41] Improved Maximum Likelihood Estimation for the Weibull Distribution Under Length-Biased Sampling
    David E. Giles
    [J]. Journal of Quantitative Economics, 2021, 19 : 59 - 77
  • [42] The use of length-biased distributions in statistical monitoring
    Bersimis, S.
    Economou, P.
    [J]. AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 2017, 59 (02) : 155 - 167
  • [43] Hazards regression analysis for length-biased data
    Wang, MC
    [J]. BIOMETRIKA, 1996, 83 (02) : 343 - 354
  • [44] Comparing nonparametric estimators for length-biased data
    de Una-Alvarez, J.
    Rodriguez-Casasl, A.
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2006, 35 (05) : 905 - 919
  • [45] LENGTH-BIASED SAMPLING IN CONTINGENT VALUATION STUDIES
    NOWELL, C
    EVANS, MA
    MCDONALD, L
    [J]. LAND ECONOMICS, 1988, 64 (04) : 367 - 371
  • [46] LENGTH-BIASED SAMPLING IN MALL INTERCEPT SURVEYS
    NOWELL, C
    STANLEY, LR
    [J]. JOURNAL OF MARKETING RESEARCH, 1991, 28 (04) : 475 - 479
  • [47] Reliability estimation via length-biased transformation
    Sansgiry, PS
    Akman, C
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2001, 30 (11) : 2473 - 2479
  • [48] EFFECT OF LENGTH-BIASED SAMPLING ON THE MODELING ERROR
    GUPTA, PL
    TRIPATHI, RC
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1990, 19 (04) : 1483 - 1491
  • [49] A SIMPLE TEST FOR DETECTION OF LENGTH-BIASED SAMPLING
    Akman, Olcay
    Gamage, Jinadasa
    Jannot, Jason
    Juliano, Steven
    Thurman, Andrew
    Whitman, Douglas
    [J]. JP JOURNAL OF BIOSTATISTICS, 2007, 1 (02) : 189 - 195
  • [50] Acceptance Sampling Plans with Truncated Life Tests for the Length-Biased Weighted Lomax Distribution
    Al-Omari, Amer Ibrahim
    Almanjahie, Ibrahim M.
    Kravchuk, Olena
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 67 (01): : 285 - 301