The information matrix of the bivariate extended skew-normal distribution

被引:0
|
作者
Franco, Stefano [1 ]
Azzalini, Adelchi [1 ]
机构
[1] Univ Padua, Dipartimento Sci Stat, Padua, Italy
关键词
Extended skewnormal distribution; Multivariate non-normal distributions; Expected information matrix; Singularity of the information matrix;
D O I
10.1007/s40300-024-00278-3
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
For the extended skew-normal distribution, which represents an extension of the normal (or Gaussian) distribution, we focus on the properties of the log-likelihood function and derived quantities in the bivariate case. Specifically, we derive explicit expressions for the score function and the information matrix, in the observed and the expected form; these do not appear to have been examined before in the literature. Ensuing numerical work illustrates some relevant aspects of the expected information matrix.
引用
收藏
页数:25
相关论文
共 50 条
  • [41] Some properties of the unified skew-normal distribution
    Arellano-Valle, Reinaldo B.
    Azzalini, Adelchi
    STATISTICAL PAPERS, 2022, 63 (02) : 461 - 487
  • [42] Skew-Normal Approximation to the Negative Binomial Distribution
    Chang, Ching-Hui
    Lin, Jyh-Jiuan
    Chiang, Miao-Chen
    IMSCI '08: 2ND INTERNATIONAL MULTI-CONFERENCE ON SOCIETY, CYBERNETICS AND INFORMATICS, VOL III, PROCEEDINGS, 2008, : 147 - +
  • [43] A generalized skew two-piece skew-normal distribution
    A. Jamalizadeh
    A. R. Arabpour
    N. Balakrishnan
    Statistical Papers, 2011, 52 : 431 - 446
  • [44] A note on the likelihood and moments of the skew-normal distribution
    Martínez, Eliseo H.
    Varela, Héctor
    Gómez, Héctor W.
    Bolfarine, Heleno
    SORT, 2008, 32 (01): : 57 - 65
  • [45] On the correlation structures of multivariate skew-normal distribution
    Kaarik, Ene
    Kaarik, Meelis
    Maadik, Inger-Helen
    ACTA ET COMMENTATIONES UNIVERSITATIS TARTUENSIS DE MATHEMATICA, 2016, 20 (01): : 83 - 100
  • [46] The additive logistic skew-normal distribution on the simplex
    Mateu-Figueras, G
    Pawlowsky-Glahn, V
    Barceló-Vidal, C
    STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2005, 19 (03) : 205 - 214
  • [47] A Bayesian interpretation of the multivariate skew-normal distribution
    Liseo, B
    Loperfido, N
    STATISTICS & PROBABILITY LETTERS, 2003, 61 (04) : 395 - 401
  • [48] A Sample Selection Model with Skew-normal Distribution
    Ogundimu, Emmanuel O.
    Hutton, Jane L.
    SCANDINAVIAN JOURNAL OF STATISTICS, 2016, 43 (01) : 172 - 190
  • [49] Some results on the scalar Skew-normal distribution
    Monica Chiogna
    Journal of the Italian Statistical Society, 1998, 7 (1)
  • [50] Directed mutation by means of the Skew-Normal Distribution
    Berlik, S
    Computational Intelligence, Theory and Applications, 2005, : 35 - 50