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Case Studies in Applied Bayesian Data Science : CIRM Jean-Morlet Chair, Fall 2018 / Kerrie L. Mengersen, Pierre Pudlo, Christian P. Robert editors
| Case Studies in Applied Bayesian Data Science : CIRM Jean-Morlet Chair, Fall 2018 / Kerrie L. Mengersen, Pierre Pudlo, Christian P. Robert editors |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | vi, 417 p. : ill. ; 24 cm |
| Soggetto topico |
60Gxx - Stochastic processes [MSC 2020]
60J10 - Markov chains (discrete-time Markov processes on discrete state spaces) [MSC 2020] 62F15 - Bayesian inference [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62M40 - Random fields; image analysis [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] 62G05 - Nonparametric estimation [MSC 2020] |
| Soggetto non controllato |
Applied Data Science
Applied Statistics Bayesian Optimization Bayesian Statistics Bayesian computation Bayesian neural networks Big Data Case Studies in Data Science Case studies in Ecology Case studies in Health Composite likelihood Markov random fields Mixture models Spatial models |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0132626 |
| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Case Studies in Applied Bayesian Data Science : CIRM Jean-Morlet Chair, Fall 2018 / Kerrie L. Mengersen, Pierre Pudlo, Christian P. Robert editors
| Case Studies in Applied Bayesian Data Science : CIRM Jean-Morlet Chair, Fall 2018 / Kerrie L. Mengersen, Pierre Pudlo, Christian P. Robert editors |
| Edizione | [Cham : Springer, 2020] |
| Pubbl/distr/stampa | vi, 417 p., : ill. ; 24 cm |
| Descrizione fisica | Pubblicazione in formato elettronico |
| Soggetto topico |
60Gxx - Stochastic processes [MSC 2020]
60J10 - Markov chains (discrete-time Markov processes on discrete state spaces) [MSC 2020] 62F15 - Bayesian inference [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62M40 - Random fields; image analysis [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] 62G05 - Nonparametric estimation [MSC 2020] |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-SUN0132626 |
| vi, 417 p., : ill. ; 24 cm | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Image analysis, Random fields and Markov chain Monte Carlo methods : a mathematical introduction / Gerhard Winkler
| Image analysis, Random fields and Markov chain Monte Carlo methods : a mathematical introduction / Gerhard Winkler |
| Autore | Winkler, Gerhard |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Berlin, : Springer, 2003 |
| Descrizione fisica | XVI, 387 p. : ill. ; 24 cm + 1 CD-ROM. |
| Soggetto topico |
60K35 - Interacting random processes; statistical mechanics type models; percolation theory [MSC 2020]
65C05 - Monte Carlo methods [MSC 2020] 62H35 - Image analysis in multivariate analysis [MSC 2020] 62M40 - Random fields; image analysis [MSC 2020] 65C40 - Numerical analysis or methods applied to Markov chains [MSC 2020] 65Y05 - Parallel numerical computation [MSC 2020] 60J20 - Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) [MSC 2020] |
| ISBN | 35-404-4213-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-SUN0065408 |
Winkler, Gerhard
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| Berlin, : Springer, 2003 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Image analysis, Random fields and Markov chain Monte Carlo methods : a mathematical introduction / Gerhard Winkler
| Image analysis, Random fields and Markov chain Monte Carlo methods : a mathematical introduction / Gerhard Winkler |
| Autore | Winkler, Gerhard |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Berlin, : Springer, 2003 |
| Descrizione fisica | XVI, 387 p. : ill. ; 24 cm + 1 CD-ROM |
| Soggetto topico |
60K35 - Interacting random processes; statistical mechanics type models; percolation theory [MSC 2020]
65C05 - Monte Carlo methods [MSC 2020] 62H35 - Image analysis in multivariate analysis [MSC 2020] 62M40 - Random fields; image analysis [MSC 2020] 65C40 - Numerical analysis or methods applied to Markov chains [MSC 2020] 65Y05 - Parallel numerical computation [MSC 2020] 60J20 - Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) [MSC 2020] |
| ISBN | 35-404-4213-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNISOB-VAN0065408 |
|
Winkler, Gerhard
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| Berlin, : Springer, 2003 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Suor Orsola Benincasa | ||
| ||
Image analysis, Random fields and Markov chain Monte Carlo methods : a mathematical introduction / Gerhard Winkler
| Image analysis, Random fields and Markov chain Monte Carlo methods : a mathematical introduction / Gerhard Winkler |
| Autore | Winkler, Gerhard |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Berlin, : Springer, 2003 |
| Descrizione fisica | XVI, 387 p. : ill. ; 24 cm + 1 CD-ROM |
| Soggetto topico |
60K35 - Interacting random processes; statistical mechanics type models; percolation theory [MSC 2020]
65C05 - Monte Carlo methods [MSC 2020] 62H35 - Image analysis in multivariate analysis [MSC 2020] 62M40 - Random fields; image analysis [MSC 2020] 65C40 - Numerical analysis or methods applied to Markov chains [MSC 2020] 65Y05 - Parallel numerical computation [MSC 2020] 60J20 - Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) [MSC 2020] |
| ISBN | 35-404-4213-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0065408 |
|
Winkler, Gerhard
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||
| Berlin, : Springer, 2003 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Model calibration and parameter estimation : for environmental and water resource systems / Ne-Zheng Sun, Alexander Sun
| Model calibration and parameter estimation : for environmental and water resource systems / Ne-Zheng Sun, Alexander Sun |
| Autore | Sun, Ne-Zheng |
| Pubbl/distr/stampa | New York, : Springer, 2015 |
| Descrizione fisica | XXVIII, 621 p. : ill. ; 24 cm |
| Altri autori (Persone) | Sun, Alexander |
| Soggetto topico |
86-XX - Geophysics [MSC 2020]
93E10 - Estimation and detection in stochastic control theory [MSC 2020] 62M40 - Random fields; image analysis [MSC 2020] 97Mxx - Education of mathematical modeling and applications of mathematics [MSC 2020] 93-XX - Systems theory; control [MSC 2020] 62P12 - Applications of statistics to environmental and related topics [MSC 2020] |
| Soggetto non controllato |
Forward Problems
Hydrogeology Inverse Problems Mathematical modeling Model Calibration and Parameter Estimation Singluar Vector Decomposition |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113103 |
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Sun, Ne-Zheng
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| New York, : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Model calibration and parameter estimation : for environmental and water resource systems / Ne-Zheng Sun, Alexander Sun
| Model calibration and parameter estimation : for environmental and water resource systems / Ne-Zheng Sun, Alexander Sun |
| Autore | Sun, Ne-Zheng |
| Edizione | [New York : Springer, 2015] |
| Pubbl/distr/stampa | XXVIII, 621 p., : ill. ; 24 cm |
| Descrizione fisica | Pubblicazione in formato elettronico |
| Altri autori (Persone) | Sun, Alexander |
| Soggetto topico |
86-XX - Geophysics [MSC 2020]
93E10 - Estimation and detection in stochastic control theory [MSC 2020] 62M40 - Random fields; image analysis [MSC 2020] 97Mxx - Education of mathematical modeling and applications of mathematics [MSC 2020] 93-XX - Systems theory; control [MSC 2020] 62P12 - Applications of statistics to environmental and related topics [MSC 2020] |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-SUN0113103 |
|
Sun, Ne-Zheng
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||
| XXVIII, 621 p., : ill. ; 24 cm | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Statistical Analysis of Random Fields / A. V. Ivanov, N. N. Leonenko ; Transl. from the Russian by A. I. Kochubinsky
| Statistical Analysis of Random Fields / A. V. Ivanov, N. N. Leonenko ; Transl. from the Russian by A. I. Kochubinsky |
| Autore | Ivanov, Aleksandr V. |
| Pubbl/distr/stampa | Dordrecht, : Kluwer, 1989 |
| Descrizione fisica | x, 244 p. : ill. ; 24 cm |
| Altri autori (Persone) | Leonenko, Nikolai N. |
| Soggetto topico |
60-XX - Probability theory and stochastic processes [MSC 2020]
60F15 - Strong limit theorems [MSC 2020] 62-XX - Statistics [MSC 2020] 60G60 - Random fields [MSC 2020] 60F05 - Central limit and other weak theorems [MSC 2020] 62M40 - Random fields; image analysis [MSC 2020] 62F12 - Asymptotic properties of parametric estimators [MSC 2020] 60F17 - Functional limit theorems; invariance principles [MSC 2020] 62G20 - Asymptotic properties of nonparametric inference [MSC 2020] |
| Soggetto non controllato |
Calculus
Correlation Estimator Linear regression Statistical analysis Variance |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0267382 |
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Ivanov, Aleksandr V.
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| Dordrecht, : Kluwer, 1989 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Stochastic geometry, spatial statistics and random fields : models and algorithms / editor Volker Schmidt
| Stochastic geometry, spatial statistics and random fields : models and algorithms / editor Volker Schmidt |
| Pubbl/distr/stampa | Cham, : Springer, 2015 |
| Descrizione fisica | XXIV, 464 p. : ill. ; 24 cm |
| Soggetto topico |
60Dxx - Geometric probability and stochastic geometry [MSC 2020]
60G60 - Random fields [MSC 2020] 62H11 - Directional data; spatial statistics [MSC 2020] 60G55 - Point processes (e.g., Poisson, Cox, Hawkes processes) [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62M40 - Random fields; image analysis [MSC 2020] 62P30 - Applications of statistics in engineering and industry; control charts [MSC 2020] |
| Soggetto non controllato |
Mathematical Models
Random fields Simulation Algorithms Spatial Statistics Stochastic Geometry |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0101410 |
| Cham, : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Stochastic geometry, spatial statistics and random fields : models and algorithms / editor Volker Schmidt
| Stochastic geometry, spatial statistics and random fields : models and algorithms / editor Volker Schmidt |
| Edizione | [Cham : Springer, 2015] |
| Pubbl/distr/stampa | XXIV, 464 p., : ill. ; 24 cm |
| Descrizione fisica | Pubblicazione in formato elettronico |
| Soggetto topico |
60Dxx - Geometric probability and stochastic geometry [MSC 2020]
60G60 - Random fields [MSC 2020] 62H11 - Directional data; spatial statistics [MSC 2020] 60G55 - Point processes (e.g., Poisson, Cox, Hawkes processes) [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62M40 - Random fields; image analysis [MSC 2020] 62P30 - Applications of statistics in engineering and industry; control charts [MSC 2020] |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-SUN0101410 |
| XXIV, 464 p., : ill. ; 24 cm | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Soggetto topico
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62M40 - Random fields; image analysis [MSC 2020]
(14)
- 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] (4)
- 62P30 - Applications of statistics in engineering and industry; control charts [MSC 2020] (4)
- 76Fxx - Turbulence [MSC 2020] (4)
- 60G60 - Random fields [MSC 2020] (3)