2013, ISBN: 9781119243045
Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes,bridging classic ideas with modern hierarchical statisticalmodeling concepts and the latest … Plus…
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2013, ISBN: 9781119243045
Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes,bridging classic ideas with modern hierarchical statisticalmodeling concepts and the latest … Plus…
Orellfuessli.ch Nr. A1038272581. Frais d'envoiLieferzeiten außerhalb der Schweiz 3 bis 21 Werktage, , Sofort per Download lieferbar, zzgl. Versandkosten. (EUR 17.77) Details... |
2013, ISBN: 9781119243045
Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes, bridging classic ideas with modern hierarchical statistical modeling concepts and the lates… Plus…
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2013, ISBN: 9781119243045
Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes,bridging classic ideas with modern hierarchical statisticalmodeling concepts and the latest … Plus…
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2013, ISBN: 9781119243045
Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes,bridging classic ideas with modern hierarchical statisticalmodeling concepts and the latest … Plus…
hive.co.uk No. 9781119243045. Frais d'envoiInstock, Despatched same working day before 3pm, zzgl. Versandkosten., Livraison non-comprise Details... |
2013, ISBN: 9781119243045
Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes,bridging classic ideas with modern hierarchical statisticalmodeling concepts and the latest … Plus…
2013, ISBN: 9781119243045
Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes,bridging classic ideas with modern hierarchical statisticalmodeling concepts and the latest … Plus…
2013
ISBN: 9781119243045
Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes, bridging classic ideas with modern hierarchical statistical modeling concepts and the lates… Plus…
2013, ISBN: 9781119243045
Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes,bridging classic ideas with modern hierarchical statisticalmodeling concepts and the latest … Plus…
2013, ISBN: 9781119243045
Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes,bridging classic ideas with modern hierarchical statisticalmodeling concepts and the latest … Plus…
Données bibliographiques du meilleur livre correspondant
Auteur: | |
Titre: | |
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Informations détaillées sur le livre - Statistics for Spatio-Temporal Data
EAN (ISBN-13): 9781119243045
Date de parution: 2013
Editeur: John Wiley & Sons
Livre dans la base de données depuis 2016-08-28T13:40:19+02:00 (Zurich)
Page de détail modifiée en dernier sur 2024-03-11T17:57:51+01:00 (Zurich)
ISBN/EAN: 9781119243045
ISBN - Autres types d'écriture:
978-1-119-24304-5
Autres types d'écriture et termes associés:
Titre du livre: statistics
Données de l'éditeur
Auteur: Noel Cressie; Christopher K. Wikle
Titre: Statistics for Spatio-Temporal Data
Editeur: Wiley; John Wiley & Sons
512 Pages
Date de parution: 2015-11-02
Langue: Anglais
78,99 € (DE)
Not available (reason unspecified)
EA; E107; E-Book; Nonbooks, PBS / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Biometrics; Biometrie; Environmental Science; Environmental Studies; Spezialthemen Statistik; Statistics; Statistics Special Topics; Statistik; Umweltforschung; Umweltwissenschaften; Umweltwissenschaften; Biometrie; Spezialthemen Statistik; BB
Preface xv Acknowledgments xix 1 Space-Time: The Next Frontier 1 2 Statistical Preliminaries 17 2.1 Conditional Probabilities and Hierarchical Modeling (HM),20 2.2 Inference and Diagnostics, 33 2.3 Computation of the Posterior Distribution, 42 2.4 Graphical Representations of Statistical Dependencies,48 2.5 Data/Model/Computing Compromises, 53 3 Fundamentals of Temporal Processes 55 3.1 Characterization of Temporal Processes, 56 3.2 Introduction to Deterministic Dynamical Systems, 59 3.3 Time Series Preliminaries, 80 3.4 Basic Time Series Models, 84 3.5 Spectral Representation of Temporal Processes, 100 3.6 Hierarchical Modeling of Time Series, 112 3.7 Bibliographic Notes, 116 4 Fundamentals of Spatial Random Processes 119 4.1 Geostatistical Processes, 124 4.2 Lattice Processes, 167 4.3 Spatial Point Processes, 204 4.4 Random Sets, 224 4.5 Bibliographic Notes, 231 5 Exploratory Methods for Spatio-Temporal Data 243 5.1 Visualization, 244 5.2 Spectral Analysis, 259 5.3 Empirical Orthogonal Function (EOF) Analysis, 266 5.4 Extensions of EOF Analysis, 271 5.5 Principal Oscillation Patterns (POPs), 279 5.6 Spatio-Temporal Canonical Correlation Analysis (CCA),284 5.7 Spatio-Temporal Field Comparisons, 291 5.8 Bibliographic Notes, 292 6 Spatio-Temporal Statistical Models 297 6.1 Spatio-Temporal Covariance Functions, 304 6.2 Spatio-Temporal Kriging, 321 6.3 Stochastic Differential and Difference Equations, 327 6.4 Time Series of Spatial Processes, 336 6.5 Spatio-Temporal Point Processes, 347 6.6 Spatio-Temporal Components-of-Variation Models, 351 6.7 Bibliographic Notes, 356 7 Hierarchical Dynamical Spatio-Temporal Models 361 7.1 Data Models for the DSTM, 363 7.2 Process Models for the DSTM: Linear Models, 382 7.3 Process Models for the DSTM: Nonlinear Models, 403 7.4 Process Models for the DSTM: Multivariate Models, 418 7.5 DSTM Parameter Models, 425 7.6 Dynamical Design of Monitoring Networks, 430 7.7 Switching the Emphasis of Time and Space, 432 7.8 Bibliographic Notes, 433 8 Hierarchical DSTMs: Implementation and Inference441 8.1 DSTM Process: General Implementation and Inference, 441 8.2 Inference for the DSTM Process: Linear/Gaussian Models,444 8.3 Inference for the DSTM Parameters: Linear/Gaussian Models,450 8.4 Inference for the Hierarchical DSTM: Nonlinear/Non-GaussianModels, 460 8.5 Bibliographic Notes, 472 9 Hierarchical DSTMs: Examples 475 9.1 Long-Lead Forecasting of Tropical Pacific Sea SurfaceTemperatures, 476 9.2 Remotely Sensed Aerosol Optical Depth, 488 9.3 Modeling and Forecasting the Eurasian Collared DoveInvasion, 499 9.4 Mediterranean Surface Vector Winds, 507 Epilogue 519 References 523 Index 571Autres livres qui pourraient ressembler au livre recherché:
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9780471692744 Statistics for Spatio-Temporal Data by Noel Cressie Hardcover | Indigo Chapters (Cressie, Noel, Wikle, Christopher K.)
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