An Invitation to Statistics in Wasserstein Space
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Beschreibung
Gives a succinct introduction to necessary mathematical background, focusing on theresults useful for statistics from an otherwise vast mathematical literature.
Presents an up to date overview of the state of the art, including some original results,and discusses open problems.
Suitable for self-study or to be used as a graduate level course text.
Open access.
Gives a succinct introduction to necessary mathematical background, focusing on the results useful for statistics from an otherwise vast mathematical literature Presents an up-to-date overview of the state of the art, including some original results,and discusses open problems Suitable for self-study or to be used as a graduate level course text
Autor*in
Victor M. Panaretos
Themen in »An Invitation to Statistics in Wasserstein Space«
Optimal Transportation Monge-Kantorovich Problem Barycenter Multimarginal Transport Functional Data Analysis Point Processes Random Measures Manifold Statistics Open Access Geometrical statistics Wasserstein metric Fréchet mean Procrustes analysis Phase variation Gradient descent