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An Invitation to Statistics in Wasserstein Space

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This open access book presents the key aspects of statistics in Wasserstein spaces, i.e. statistics in the space of probability measures when endowed with the geometry of optimal transportation. Further to reviewing state-of-the-art aspects, it also provides an accessible introduction to the fundame...

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Bibliografski detalji
Glavni autor:	Panaretos, Victor M. (auth)
Daljnji autori:	Zemel, Yoav (auth)
Format:	Elektronički Poglavlje knjige
Jezik:	engleski
Izdano:	Cham Springer Nature 2020
Serija:	SpringerBriefs in Probability and Mathematical Statistics
Teme:	Probability & statistics Probability Theory and Stochastic Processes 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 Stochastics
Online pristup:	DOAB: download the publication DOAB: description of the publication
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