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An Invitation to Statistics in Wasserstein Space / Victor M. Panaretos, Yoav Zemel
| An Invitation to Statistics in Wasserstein Space / Victor M. Panaretos, Yoav Zemel |
| Autore | Panaretos, Victor M. |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xiii, 147 p. : ill. ; 24 cm |
| Altri autori (Persone) | Zemel, Yoav |
| Soggetto topico |
60-XX - Probability theory and stochastic processes [MSC 2020]
62-XX - Statistics [MSC 2020] 60A10 - Probabilistic measure theory [MSC 2020] 62R40 - Topological data analysis [MSC 2020] |
| Soggetto non controllato |
Barycenter
Fréchet mean Functional data analysis Geometrical statistics Gradient descent Manifold Statistics Monge-Kantorovich problem Multimarginal Transport Optimal Transportation Phase variation Point processes Procrustes analysis Random measures Wasserstein metric |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0248699 |
Panaretos, Victor M.
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| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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An Invitation to Statistics in Wasserstein Space [[electronic resource] /] / by Victor M. Panaretos, Yoav Zemel
| An Invitation to Statistics in Wasserstein Space [[electronic resource] /] / by Victor M. Panaretos, Yoav Zemel |
| Autore | Panaretos Victor M |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham, : Springer Nature, 2020 |
| Descrizione fisica | 1 online resource (XIII, 147 p. 30 illus., 24 illus. in color.) |
| Disciplina | 519.2 |
| Collana | SpringerBriefs in Probability and Mathematical Statistics |
| Soggetto topico |
Probabilities
Probability Theory and Stochastic Processes |
| Soggetto non controllato |
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 |
| ISBN | 3-030-38438-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Optimal transportation -- The Wasserstein space -- Fréchet means in the Wasserstein space -- Phase variation and Fréchet means -- Construction of Fréchet means and multicouplings. |
| Record Nr. | UNINA-9910404119803321 |
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Panaretos Victor M
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| Cham, : Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
An Invitation to Statistics in Wasserstein Space [[electronic resource] /] / by Victor M. Panaretos, Yoav Zemel
| An Invitation to Statistics in Wasserstein Space [[electronic resource] /] / by Victor M. Panaretos, Yoav Zemel |
| Autore | Panaretos Victor M |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham, : Springer Nature, 2020 |
| Descrizione fisica | 1 online resource (XIII, 147 p. 30 illus., 24 illus. in color.) |
| Disciplina | 519.2 |
| Collana | SpringerBriefs in Probability and Mathematical Statistics |
| Soggetto topico |
Probabilities
Probability Theory and Stochastic Processes |
| Soggetto non controllato |
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 |
| ISBN | 3-030-38438-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Optimal transportation -- The Wasserstein space -- Fréchet means in the Wasserstein space -- Phase variation and Fréchet means -- Construction of Fréchet means and multicouplings. |
| Record Nr. | UNISA-996418267003316 |
|
Panaretos Victor M
|
||
| Cham, : Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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