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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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