Shape Mixture Models Based on Multivariate Extended Skew Normal Distributions

被引:1
|
作者
Tian, Weizhong [1 ,2 ]
Wang, Tonghui [3 ]
Wei, Fengrong [4 ]
Dai, Fang [1 ]
机构
[1] Xian Univ Technol, Sch Sci, Xian 710054, Shaanxi, Peoples R China
[2] Eastern New Mexico Univ, Dept Math Sci, Portales, NM 88130 USA
[3] New Mexico State Univ, Dept Math Sci, Las Cruces, NM 88003 USA
[4] Univ West Georgia, Dept Math, Carrollton, GA 30018 USA
来源
关键词
QUADRATIC-FORMS;
D O I
10.1007/978-3-319-70942-0_20
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this paper, the class of the shape mixtures of extended skew normal distributions is introduced. The posterior distributions for the shaped parameters are obtained. The moment generating functions for the posterior distributions of the shaped parameters are discussed. Also Bayesian analysis for this shape mixture model is studied.
引用
收藏
页码:273 / 286
页数:14
相关论文
共 50 条
  • [41] A class of multivariate skew-normal models
    Arjun K. Gupta
    John T. Chen
    Annals of the Institute of Statistical Mathematics, 2004, 56 : 305 - 315
  • [42] Multivariate measurement error models with normal mean-variance mixture distributions
    Mirfarah, Elham
    Naderi, Mehrdad
    Lin, Tsung-, I
    Wang, Wan-Lun
    STAT, 2022, 11 (01):
  • [43] Robust mixture modeling based on scale mixtures of skew-normal distributions
    Basso, Rodrigo M.
    Lachos, Victor H.
    Barbosa Cabral, Celso Romulo
    Ghosh, Pulak
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2010, 54 (12) : 2926 - 2941
  • [44] ESTIMATION IN A MIXTURE OF 2 MULTIVARIATE NORMAL DISTRIBUTIONS
    CHANG, WC
    BIOMETRICS, 1974, 30 (02) : 377 - 377
  • [45] On the identifiability of finite mixture of Skew-Normal and Skew-t distributions
    Otiniano, C. E. G.
    Rathie, P. N.
    Ozelim, L. C. S. M.
    STATISTICS & PROBABILITY LETTERS, 2015, 106 : 103 - 108
  • [46] Skew mixture models for loss distributions: A Bayesian approach
    Bernardi, Mauro
    Maruotti, Antonello
    Petrella, Lea
    INSURANCE MATHEMATICS & ECONOMICS, 2012, 51 (03): : 617 - 623
  • [47] Estimation and Influence Diagnostics for the Multivariate Linear Regression Models with Skew Scale Mixtures of Normal Distributions
    Graciliano M. S. Louredo
    Camila B. Zeller
    Clécio S. Ferreira
    Sankhya B, 2022, 84 : 204 - 242
  • [48] Estimation and Influence Diagnostics for the Multivariate Linear Regression Models with Skew Scale Mixtures of Normal Distributions
    Louredo, Graciliano M. S.
    Zeller, Camila B.
    Ferreira, Clecio S.
    SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS, 2022, 84 (01): : 204 - 242
  • [49] Variance-mean mixture of the multivariate skew normal distribution
    Arslan, Olcay
    STATISTICAL PAPERS, 2015, 56 (02) : 353 - 378
  • [50] Mixture regression modelling based on the shape mixtures of skew Laplace normal distribution
    Dogru, Fatma Zehra
    Arslan, Olcay
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2023, 93 (18) : 3403 - 3420