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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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Main Authors: Panaretos, Victor M., Zemel, Yoav
Format: Online
Sprog:engelsk
Udgivet: Springer Nature 2021
Fag:
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
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics
Online adgang:ONIX_20200513_9783030384388_4
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