Modelisation et statistique spatiales (French, Paperback, 2008 ed.)

La statistique spatiale connaA(R)t un dA(c)veloppement important du fait de son utilisation dans de nombreux domaines: sciences de la terre, environnement et climatologie, A(c)pidA(c)miologie, A(c)conomA(c)trie, analyse da (TM)image, etca ] Ce livre prA(c)sente les principaux modA]les spatiaux utilisA(c)s ainsi que leur statistique pour les trois types de donnA(c)es: gA(c)ostatistiques (observation sur un domaine continu), donnA(c)es sur rA(c)seau discret, donnA(c)es ponctuelles. La (TM)objectif est prA(c)senter de faAon concise mais mathA(c)matiquement complA]te les modA]les les plus classiques (second ordre et variogramme; modA]le latticiel et champ de Gibbs-Markov; processus ponctuels) ainsi que leur simulation par algorithme MCMC. Vient ensuite la prA(c)sentation des outils statistiques utiles A leur A(c)tude. De nombreux exemples utilisant R illustrent les sujets abordA(c)s. Chaque chapitre est complA(c)tA(c) par des exercices et une annexe prA(c)sente briA]vement les outils probabilistes et statistiques utiles A la statistique de champs alA(c)atoires.

In recent years spatial statistics has been widely applied in diverse areas such as climatology, ecology, economy, epidemiology, image analysis, etc. This volume illustrates the main spatial models and the current statistical methods for point-referenced, areal data and point pattern data with an emphasis on recent simulation techniques such as MCMC algorithms. The presentation is concise but mathematically rigorous and the proposed methods are illustrated using real data and the software R. Some exercises complete each chapter. The volume is accessible for senior undergraduate students, Ph.D. students in statistics, andexperienced statisticians. Moreover researchers in the above mentioned areas will find it useful as a mathematically sound reference.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	Mathematiques et Applications, 63
Release date:	June 2008
First published:	2008
Authors:	Carlo Gaetan • Xavier Guyon
Dimensions:	297 x 210 x 18mm (L x W x T)
Format:	Paperback
Pages:	310
Edition:	2008 ed.
ISBN-13:	978-3-540-79225-3
Languages:	French
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Promotions
LSN:	3-540-79225-2
Barcode:	9783540792253

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