On the derivatives of the normalising constant of the Bingham distribution

被引:14
|
作者
Kume, A.
Wood, Andrew T. A. [1 ]
机构
[1] Univ Nottingham, Sch Math Sci, Nottingham NG7 2RD, England
[2] Univ Kent, Inst Math Stat & Actuarial Sci, Canterbury CT2 7NF, New Zealand
基金
英国工程与自然科学研究理事会;
关键词
complex Bingham distribution; directional statistics; shape analysis;
D O I
10.1016/j.spl.2006.12.003
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
It is shown that an arbitrary joint partial derivative of the Bingham normalising constant, expressed in standard form, is proportional to the normalising constant of a Bingham distribution of higher dimension. Two consequences of this result are noted. (c) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:832 / 837
页数:6
相关论文
共 50 条
  • [21] A Fast Algorithm for the Moments of Bingham Distribution
    Luo, Yixiang
    Xu, Jie
    Zhang, Pingwen
    JOURNAL OF SCIENTIFIC COMPUTING, 2018, 75 (03) : 1337 - 1350
  • [22] Efficient sampling from the Bingham distribution
    Ge, Rong
    Lee, Holden
    Lu, Jianfeng
    Risteski, Andrej
    ALGORITHMIC LEARNING THEORY, VOL 132, 2021, 132
  • [23] Exact Bayesian inference for the Bingham distribution
    Christopher J. Fallaize
    Theodore Kypraios
    Statistics and Computing, 2016, 26 : 349 - 360
  • [24] Computation of the normalising constant for product-form models of distributed systems with synchronisation
    Balsamo, Simonetta
    Marin, Andrea
    Stojic, Ivan
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 111 : 475 - 490
  • [25] PAINTBOX ON FRONTIER - LIFE AND TIMES OF BINGHAM,GC - CONSTANT,AW
    不详
    ELEMENTARY ENGLISH, 1975, 52 (02): : 273 - 273
  • [26] Learning on Fisher-Bingham Model Based on Normalizing Constant
    Ali, Muhammad
    Antolovich, Michael
    2016 3RD INTERNATIONAL CONFERENCE ON SOFT COMPUTING & MACHINE INTELLIGENCE (ISCMI 2016), 2016, : 33 - 37
  • [27] Approximate maximum likelihood estimation of the Bingham distribution
    Bee, Marco
    Benedetti, Roberto
    Espa, Giuseppe
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2017, 108 : 84 - 96
  • [28] Normalising alternative practices: the recovery, distribution and consumption of food waste
    Gollnhofer, Johanna F.
    JOURNAL OF MARKETING MANAGEMENT, 2017, 33 (7-8) : 624 - 643
  • [29] Complex Bingham Distribution for Facial Feature Detection
    Mostafa, Eslam
    Farag, Aly
    COMPUTER VISION - ECCV 2012, PT II, 2012, 7584 : 330 - 339
  • [30] Bayesian shape analysis of the complex Bingham distribution
    Leu, Richard
    Damien, Paul
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2014, 149 : 183 - 200