An Invitation to Statistics in Wasserstein Space

An Invitation to Statistics in Wasserstein Space

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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Detalles Bibliográficos
Autores principales: Panaretos, Victor M. author (author), Zemel, Yoav. author
Formato: Libro electrónico
Idioma:Inglés
Publicado: Cham Springer Nature 2020
Cham : 2020.
Edición:1st ed. 2020.
Colección:SpringerBriefs in Probability and Mathematical Statistics,
Materias:
Probabilities.
Probability Theory and Stochastic Processes.
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
Probability & statistics
Stochastics
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009437758706719

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