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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.  
Cham, : Springer, 2020
Materiale a stampa
Lo trovi qui: Univ. Vanvitelli
Opac: Controlla la disponibilità qui
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]
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
Opac: Controlla la disponibilità qui
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
Opac: Controlla la disponibilità qui
An Invitation to Statistics in Wasserstein Space / / by Victor M. Panaretos, Yoav Zemel
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
Opac: Controlla la disponibilità qui