二元Weibull统计流形的对偶几何结构及其不稳定性

    Dual Geometric Structures and Instability of Bivariate Weibull Statistical Manifold

    • 摘要: 为了研究二元Weibull分布的稳定性,从信息几何的角度将二元Weibull分布的全体所构成的集合作为二元Weibull统计流形,通过求得流形的Fisher信息矩阵、α-联络、α-曲率张量以及α-数量曲率,得到二元Weibull统计流形的对偶几何结构,进而得到当α=±1时,二元Weibull统计流形是对偶平坦的,并且是截面曲率为0的常截面曲率空间.最后,借助于对偶平坦几何结构,利用Jacobi向量场得到了二元Weibull统计流形的不稳定性.

       

      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.

       

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