New Metric and Connections in Statistical Manifolds

摘要: We define a metric and family of $\alpha$-connections in statistical manifolds, based on $\varphi$-divergence, which emerges the framework $\varphi$-families probability distributions. This generalize Fisher information Amari's $\alpha$-connections. also investigate parallel transport associated with $\alpha$-connection for $\alpha=1$.