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Book Cover
E-book
Author International Spring School Advances and Challenges in Space-Time Modelling of Natural Events (2010 : Toledo, Spain)

Title Advances and challenges in space-time modelling of natural events / Emilio Porcu, José-María Montero, Martin Schlather, editors
Published Berlin ; New York : Springer, ©2012

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Description 1 online resource (xiv, 252 pages) : illustrations (some color)
Series Lecture notes in statistics, 0930-0325 ; 207 Proceedings
Lecture notes in statistics (Springer-Verlag) ; 207. 0930-0325
Lecture notes in statistics (Springer-Verlag). Proceedings. 1869-7240
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
Geography
Mathematical statistics
Statistical Theory and Methods
Statistics for Life Sciences, Medicine, Health Sciences
Earth Sciences, general
levenswetenschappen
life sciences
geneeskunde
medicine
toegepaste statistiek
applied statistics
statistische analyse
statistical analysis
statistiek
statistics
aardwetenschappen
earth sciences
Statistics (General)
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
Spatial analysis (Statistics) -- Congresses
Space and time -- Statistical methods -- Congresses
Analysis of covariance -- Congresses
Random fields -- Congresses
Geology -- Statistical methods -- Congresses
Environmental sciences -- Statistical methods -- Congresses
Geology -- Mathematical models -- Congresses
Environmental degradation -- Mathematical models -- Congresses
Environmental protection -- Mathematical models -- Congresses
Environmental sciences -- Mathematical models -- Congresses
Mathematical statistics.
MATHEMATICS -- Probability & Statistics -- General.
Geología -- Métodos estadísticos
Ciencias medioambientales -- Métodos estadísticos
Geología -- Modelos matemáticos
Estadística matemática
Análisis de series temporales -- Congresos
Análisis de covarianza -- Congresos
Campos aleatorios -- Congresos
Medio ambiente-Protección -- Modelos matemáticos
Analysis of covariance
Environmental degradation -- Mathematical models
Environmental protection -- Mathematical models
Environmental sciences -- Mathematical models
Environmental sciences -- Statistical methods
Geology -- Mathematical models
Geology -- Statistical methods
Mathematical statistics
Random fields
Space and time -- Statistical methods
Spatial analysis (Statistics)
Time-series analysis
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Porcu, Emilio, editor.
Montero, José María, editor.
Schlather, Martin, editor.
ISBN 9783642170867
3642170862