Exponentiated-exponential geometric regression model

被引：6
|
作者：
Famoye, Felix [1 ]
Lee, Carl [1 ]
机构：
[1] Cent Michigan Univ, Dept Math, Mt Pleasant, MI 48859 USA
来源：
JOURNAL OF APPLIED STATISTICS | 2017年 / 44卷 / 16期
关键词：
Count model; under- and over-dispersion; zero-inflation; tests; POISSON REGRESSION; CONTINUOUS DISTRIBUTIONS; RATES;
D O I：
10.1080/02664763.2016.1267117
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：
A regression model, based on the exponentiated-exponential geometric distribution, is defined and studied. The regression model can be applied to count data with under-dispersion or over-dispersion. Some forms of its modifications to truncated or inflated data are mentioned. Some tests to discriminate between the regression model and its competitors are discussed. Real numerical data sets are used to illustrate the applications of the regression model.
引用
收藏
页码：2963 / 2977
页数：15
相关论文
共 50 条
  • [31] The gamma-exponentiated exponential distribution
    Ristic, Miroslav M.
    Balakrishnan, Narayanaswamy
    [J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2012, 82 (08) : 1191 - 1206
  • [32] An exponentiated exponential binomial distribution with application
    Bakouch, Hassan S.
    Ristic, Miroslav M.
    Asgharzadeh, A.
    Esmaily, L.
    Al-Zahrani, Bander M.
    [J]. STATISTICS & PROBABILITY LETTERS, 2012, 82 (06) : 1067 - 1081
  • [33] Exponentiated generalized linear exponential distribution
    Sarhan, Ammar M.
    Ahmad, Abd El-Baset A.
    Alasbahi, Ibtesam A.
    [J]. APPLIED MATHEMATICAL MODELLING, 2013, 37 (05) : 2838 - 2849
  • [34] Exponentiated Geometric Distribution: Another Generalization of Geometric Distribution
    Chakraborty, Subrata
    Gupta, Rameshwar D.
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2015, 44 (06) : 1143 - 1157
  • [35] GENERALIZED EXPONENTIATED MOMENT EXPONENTIAL DISTRIBUTION
    Iqbal, Zafar
    Hasnain, Syed Anwer
    Salman, Muhammad
    Ahmad, Munir
    Hamedani, G. G.
    [J]. PAKISTAN JOURNAL OF STATISTICS, 2014, 30 (04): : 537 - 554
  • [36] Weighted-exponential regression model: An alternative to the gamma regression model
    Altun, Emrah
    [J]. INTERNATIONAL JOURNAL OF MODELING SIMULATION AND SCIENTIFIC COMPUTING, 2019, 10 (06)
  • [37] A q-Exponential regression model
    Patriota A.G.
    [J]. Sankhya B, 2012, 74 (1) : 149 - 170
  • [38] The Exponentiated Lindley Geometric Distribution with Applications
    Peng, Bo
    Xu, Zhengqiu
    Wang, Min
    [J]. ENTROPY, 2019, 21 (05)
  • [39] The exponentiated G geometric family of distributions
    Nadarajah, Saralees
    Cordeiro, Gauss M.
    Ortega, Edwin M. M.
    [J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2015, 85 (08) : 1634 - 1650
  • [40] The log-exponentiated generalized gamma regression model for censored data
    Ortega, Edwin M. M.
    Cordeiro, Gauss M.
    Pascoa, Marcelino A. R.
    Couto, Epaminondas V.
    [J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2012, 82 (08) : 1169 - 1189
12345