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: | , |
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| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2020.
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| Edition: | 1st ed. 2020. |
| Series: | SpringerBriefs in Probability and Mathematical Statistics,
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| Subjects: | |
| Online Access: | Link to Metadata |
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Table of Contents:
- Optimal transportation
- The Wasserstein space
- Fréchet means in the Wasserstein space
- Phase variation and Fréchet means
- Construction of Fréchet means and multicouplings.