Description |
1 online resource (xiv, 252 pages) : illustrations (some color) |
Series |
Lecture notes in statistics, 0930-0325 ; 207 Proceedings |
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Lecture notes in statistics (Springer-Verlag) ; 207. 0930-0325
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Lecture notes in statistics (Springer-Verlag). Proceedings. 1869-7240
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Contents |
Space-time processes and geostatistics / Gema Fernández-Avilés, José-María Montero, Emilio Porcu, and Martin Schlather -- Construction of covariance functions and unconditional simulation of random fields / Martin Schlather -- Geostatistics for large datasets / Ying Sun, Bo Li, and Marc G. Genton -- Bayesian inference for non-Markovian point processes / Peter Guttorp and Thordis L. Thorarinsdottir -- A review on spatial extreme modelling / Jean-Noël Bacro and Carlo Gaetan -- Relations between designs for prediction and estimation in random fields: an illustrative case / Werner G. Müller, Luc Pronzato, and Helmut Waldl -- Modeling spatial and spatio-temporal non Gaussian processes / Denis Allard -- Random fields arising in chaotic systems: Burgers equation and fractal pseudodifferential systems / Nikolai N. Leonenko and M. Dolores Ruiz-Medina -- On some local, global and regularity behaviour of some classes of covariance functions / Emilio Porcu and Michael L. Stein -- Asymptotics and computation for spatial statistics / Hao Zhang |
Summary |
This book arises as the natural continuation of the International Spring School "Advances and Challenges in Space-Time modelling of Natural Events," which took place in Toledo (Spain) in March 2010. This Spring School above all focused on young researchers (Master students, PhD students and post-doctoral researchers) in academics, extra-university research and the industry who are interested in learning about recent developments, new methods and applications in spatial statistics and related areas, and in exchanging ideas and findings with colleagues |
Analysis |
Statistics as Topic |
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Geography |
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Mathematical statistics |
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Statistical Theory and Methods |
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Statistics for Life Sciences, Medicine, Health Sciences |
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Earth Sciences, general |
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levenswetenschappen |
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life sciences |
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geneeskunde |
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medicine |
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toegepaste statistiek |
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applied statistics |
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statistische analyse |
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statistical analysis |
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statistiek |
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statistics |
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aardwetenschappen |
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earth sciences |
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Statistics (General) |
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Statistiek (algemeen) |
Bibliography |
Includes bibliographical references |
Notes |
Print version record and online resource; title from PDF title page (SpringerLink, viewed July 3, 2013) |
Subject |
Time-series analysis -- Congresses
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Spatial analysis (Statistics) -- Congresses
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Space and time -- Statistical methods -- Congresses
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Analysis of covariance -- Congresses
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Random fields -- Congresses
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Geology -- Statistical methods -- Congresses
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Environmental sciences -- Statistical methods -- Congresses
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Geology -- Mathematical models -- Congresses
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Environmental degradation -- Mathematical models -- Congresses
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Environmental protection -- Mathematical models -- Congresses
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Environmental sciences -- Mathematical models -- Congresses
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Mathematical statistics.
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MATHEMATICS -- Probability & Statistics -- General.
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Geología -- Métodos estadísticos
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Ciencias medioambientales -- Métodos estadísticos
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Geología -- Modelos matemáticos
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Estadística matemática
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Análisis de series temporales -- Congresos
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Análisis de covarianza -- Congresos
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Campos aleatorios -- Congresos
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Medio ambiente-Protección -- Modelos matemáticos
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Analysis of covariance
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Environmental degradation -- Mathematical models
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Environmental protection -- Mathematical models
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Environmental sciences -- Mathematical models
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Environmental sciences -- Statistical methods
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Geology -- Mathematical models
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Geology -- Statistical methods
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Mathematical statistics
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Random fields
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Space and time -- Statistical methods
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Spatial analysis (Statistics)
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Time-series analysis
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Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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Form |
Electronic book
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Author |
Porcu, Emilio, editor.
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Montero, José María, editor.
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Schlather, Martin, editor.
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ISBN |
9783642170867 |
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3642170862 |