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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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
मुख्य लेखक: Panaretos, Victor M. (auth)
अन्य लेखक: Zemel, Yoav (auth)
स्वरूप: इलेक्ट्रोनिक पुस्तक अध्याय
भाषा:अंग्रेज़ी
प्रकाशित: Cham Springer Nature 2020
श्रृंखला:SpringerBriefs in Probability and Mathematical Statistics
विषय:
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
ऑनलाइन पहुंच:OAPEN Library: download the publication
OAPEN Library: description of the publication
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OAPEN Library: download the publication
OAPEN Library: description of the publication

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