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. | ||
Cham, : Springer, 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Vanvitelli | ||
|
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]
60A10 - Probabilistic measure theory [MSC 2020] 62-XX - Statistics [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-VAN00248699 |
Panaretos, Victor M. | ||
Cham, : Springer, 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Vanvitelli | ||
|
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 | ||
|
An Invitation to Statistics in Wasserstein Space / / 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
519.5 |
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 |
Panaretos Victor M | ||
Cham, : Springer Nature, 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|