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Author:

Zhang, Z.-N. (Zhang, Z.-N..) | Cao, L.-M. (Cao, L.-M..) | Ke, B.-Q. (Ke, B.-Q..)

Indexed by:

Scopus PKU CSCD

Abstract:

To investigate the stability of bivariate Weibull distribution from the viewpoint of information geometry, the set of all bivariate Weibull distributions was considered as a manifold which was called bivariate Weibull statistical manifold. By computing the Fisher information matrix, the α-connections, α-curvature tensors, α-scalar curvature, and dual geometric structures were obtained. Moreover, bivariate Weibull statistical manifold was dual flat and had constant sectional curvature for α=±1. Meanwhile, in virtue of the dual flat geometric structures, the instability of the geodesic spreads on this manifold was obtained via the divergence (or instability) of the Jacobi vector field.

Keyword:

Bivariate Weibull distribution; Dual flat; Jacobi vector field; Lyapunov exponent; α-geometric structures

Author Community:

  • [ 1 ] [Zhang, Z.-N.]College of Applied Sciences, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Cao, L.-M.]School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, China
  • [ 3 ] [Ke, B.-Q.]Space Star Technology Co. Ltd., Beijing 100086, China

Reprint Author's Address:

  • [Zhang, Z.-N.]College of Applied Sciences, Beijing University of Technology, Beijing 100124, China

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Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2014

Issue: 3

Volume: 40

Page: 388-392

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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