Information Geometry and Statistical Manifold
Statistics Theory
2014-10-14 v1 Differential Geometry
Probability
Statistics Theory
Abstract
We review basic notions in the field of information geometry such as Fisher metric on statistical manifold, -connection and corresponding curvature following Amari's work . We show application of information geometry to asymptotic statistical inference.
Cite
@article{arxiv.1410.3369,
title = {Information Geometry and Statistical Manifold},
author = {Mashbat Suzuki},
journal= {arXiv preprint arXiv:1410.3369},
year = {2014}
}