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.
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页数:25
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