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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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Flows of Non-Smooth Vector Fields and Degenerate Elliptic Equations : with Applications to the Vlasov-Poisson and Semigeostrophic Systems / Maria Colombo
| Flows of Non-Smooth Vector Fields and Degenerate Elliptic Equations : with Applications to the Vlasov-Poisson and Semigeostrophic Systems / Maria Colombo |
| Autore | Colombo, Maria, matematico |
| Pubbl/distr/stampa | Pisa, : Edizioni della Normale, 2017 |
| Descrizione fisica | xxiii, 269 p. : ill. ; 24 cm |
| Soggetto topico |
37-XX - Dynamical systems and ergodic theory [MSC 2020]
82C70 - Transport processes in time-dependent statistical mechanics [MSC 2020] 35Q35 - PDEs in connection with fluid mechanics [MSC 2020] 37N10 - Dynamical systems in fluid mechanics, oceanography and meteorology [MSC 2020] 37Kxx - Dynamical system aspects of infinite-dimensional Hamiltonian and Lagrangian systems [MSC 2020] |
| Soggetto non controllato |
Degenerate Elliptic equations
Lagrangian flows Optimal Transportation Partial differential equations Renormalized solutions Semigeostrophic equations Traffic model Transport Equations Vlasov-Poisson systems |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0123928 |
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Colombo, Maria, matematico
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| Pisa, : Edizioni della Normale, 2017 | ||
| 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. | UNISA-996418267003316 |
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Panaretos Victor M
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| Cham, : Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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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 |
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Panaretos Victor M
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| Cham, : Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Optimal transportation and applications : lectures given at the C.I.M.E. summer school held in Martina Franca, Italy, September 2-8, 2001 / L. Ambrosio ... [et al.] ; editors: L. A. Caffarelli, S. Salsa
| Optimal transportation and applications : lectures given at the C.I.M.E. summer school held in Martina Franca, Italy, September 2-8, 2001 / L. Ambrosio ... [et al.] ; editors: L. A. Caffarelli, S. Salsa |
| Pubbl/distr/stampa | Berlin, : Springer, 2003 |
| Descrizione fisica | VIII, 169 p. ; 24 cm |
| Soggetto topico |
82C70 - Transport processes in time-dependent statistical mechanics [MSC 2020]
49K20 - Optimality conditions for problems involving partial differential equations [MSC 2020] 35J70 - Degenerate elliptic equations [MSC 2020] 35K65 - Degenerate parabolic equations [MSC 2020] 35L70 - Second-order hyperbolic equations [MSC 2020] 52Axx - General convexity [MSC 2020] 60Fxx - Limit theorems in probability theory [MSC 2020] 49Kxx - Optimality conditions [MSC 2020] 82Cxx - Time-dependent statistical mechanics (dynamic and nonequilibrium) [MSC 2020] 74Pxx - Optimization problems in solid mechanics [MSC 2020] 35Q75 - PDEs in connection with relativity and gravitational theory [MSC 2020] 35Q60 - PDEs in connection with optics and electromagnetic theory [MSC 2020] 35J20 - Variational methods for second-order elliptic equations [MSC 2020] |
| Soggetto non controllato |
Dissipative partial differential equations
Monge-Ampére Optimal Transportation Optimization Partial differential equations Shape Optimization |
| ISBN | 978-35-404-0192-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0051454 |
| Berlin, : Springer, 2003 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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