Two moments of the logitnormal distribution

被引:28
作者
Frederic, Patrizio [2 ]
Lad, Frank [1 ]
机构
[1] Univ Canterbury, Dept Math & Stat, Christchurch 8020, New Zealand
[2] Univ Modena & Regsio, Dept Econ, Ctr Econ Res, Modena, Italy
关键词
adherent masses; extendible exchangeability; hierarchical models; logistic regression; numerical integration; S(B) distributions;
D O I
10.1080/03610910801983178
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
We display the first two moment functions of the Logitnormal(, 2) family of distributions, conveniently described in terms of the Normal mean, , and the Normal signal-to-noise ratio, /, parameters that generate the family. Long neglected on account of the numerical integrations required to compute them, awareness of these moment functions should aid the sensible interpretation of logistic regression statistics and the specification of diffuse prior distributions in hierarchical models, which can be deceiving. We also use numerical integration to compare the correlation between bivariate Logitnormal variables with the correlation between the bivariate Normal variables from which they are transformed.
引用
收藏
页码:1263 / 1269
页数:7
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