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
  • [31] Bivariate random effect model using skew-normal distribution with application to HIV-RNA
    Ghosh, Pulak
    Branco, Marcia D.
    Chakraborty, Hrishikesh
    STATISTICS IN MEDICINE, 2007, 26 (06) : 1255 - 1267
  • [32] A generalized skew two-piece skew-normal distribution
    Jamalizadeh, A.
    Arabpour, A. R.
    Balakrishnan, N.
    STATISTICAL PAPERS, 2011, 52 (02) : 431 - 446
  • [33] A matrix variate closed skew-normal distribution with applications to stochastic frontier analysis
    Armando Dominguez-Molina, J.
    Gonzalez-Farias, Graciela
    Ramos-Quiroga, Rogelio
    Gupta, Arjun K.
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2007, 36 (9-12) : 1691 - 1703
  • [34] Bimodality based on the generalized skew-normal distribution
    Venegas, Osvaldo
    Salinas, Hugo S.
    Gallardo, Diego I.
    Bolfarine, Heleno
    Gomez, Hector W.
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2018, 88 (01) : 156 - 181
  • [35] Multivariate measures of skewness for the skew-normal distribution
    Balakrishnan, N.
    Scarpa, Bruno
    JOURNAL OF MULTIVARIATE ANALYSIS, 2012, 104 (01) : 73 - 87
  • [36] The Exponential-Centred Skew-Normal Distribution
    Martinez-Florez, Guillermo
    Barrera-Causil, Carlos
    Marmolejo-Ramos, Fernando
    SYMMETRY-BASEL, 2020, 12 (07):
  • [37] A new generalized Balakrishnan skew-normal distribution
    Hasanalipour, P.
    Sharafi, M.
    STATISTICAL PAPERS, 2012, 53 (01) : 219 - 228
  • [38] A new generalized Balakrishnan skew-normal distribution
    P. Hasanalipour
    M. Sharafi
    Statistical Papers, 2012, 53 : 219 - 228
  • [39] Adaptive control charts for skew-normal distribution
    Chiang, Jyun-You
    Tsai, Tzong-Ru
    Su, Nan-Cheng
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2018, 34 (04) : 589 - 608
  • [40] An Alternative Matrix Skew-Normal Random Matrix and Some Properties
    Young, Phil D.
    Patrick, Joshua D.
    Young, Dean M.
    Ramey, John A.
    SANKHYA-SERIES A-MATHEMATICAL STATISTICS AND PROBABILITY, 2020, 82 (01): : 28 - 49