An Invitation to Statistics in Wasserstein Space
164 Citations•2020•
Victor M. Panaretos, Yoav Zemel
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Abstract
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. It introduces the fundamentals of this topic while providing an overview to invite further research.