An Invitation to Statistics in Wasserstein Space
Victor M. Panaretos, Yoav Zemel
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.
Topics & Concepts
Space (punctuation)Key (lock)Computer scienceProbability and statisticsMathematical statisticsStatisticsMathematicsComputer securityOperating systemGeometric Analysis and Curvature Flows