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Modélisation et statistique spatiales (Record no. 510138)

000 -LEADER
fixed length control field 03752nam a22004575i 4500
001 - CONTROL NUMBER
control field 978-3-540-79226-0
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20161121231215.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100301s2008 gw | s |||| 0|fre d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783540792260
-- 978-3-540-79226-0
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-540-79226-0
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA276-280
072 #7 - SUBJECT CATEGORY CODE
Subject category code PBT
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT029000
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Gaetan, Carlo.
Relator term author.
245 10 - TITLE STATEMENT
Title Modélisation et statistique spatiales
Medium [electronic resource] /
Statement of responsibility, etc. by Carlo Gaetan, Xavier Guyon.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Berlin, Heidelberg :
Name of producer, publisher, distributor, manufacturer Springer Berlin Heidelberg,
Date of production, publication, distribution, manufacture, or copyright notice 2008.
300 ## - PHYSICAL DESCRIPTION
Extent XVIII, 310 p. 70 ill.
Other physical details online resource.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
490 1# - SERIES STATEMENT
Series statement Mathématiques & Applications,
International Standard Serial Number 1154-483X ;
Volume/sequential designation 63
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Préface -- 1. Modèle spatial du second ordre et géostatistique -- 2. Champ de Gibbs-Markov sur réseau -- 3. Processus ponctuels spatiaux -- 4. Simulation des modèles spatiaux -- 5. Statistique des modèles spatiaux -- Annexe A Simulation de variables aléatoires -- Annexe B Théorèmes limites pour un champ aléatoire -- Annexe C Estimation par minimum de contraste -- Annexe D Logiciels -- Littérature -- Index.
520 ## - SUMMARY, ETC.
Summary, etc. La statistique spatiale connaît un développement important du fait de son utilisation dans de nombreux domaines : sciences de la terre, environnement et climatologie, épidémiologie, économétrie, analyse d’image, etc… Ce livre présente les principaux modèles spatiaux utilisés ainsi que leur statistique pour les trois types de données : géostatistiques (observation sur un domaine continu), données sur réseau discret, données ponctuelles. L’objectif est présenter de façon concise mais mathématiquement complète les modèles les plus classiques (second ordre et variogramme ; modèle latticiel et champ de Gibbs-Markov ; processus ponctuels) ainsi que leur simulation par algorithme MCMC. Vient ensuite la présentation des outils statistiques utiles à leur étude. De nombreux exemples utilisant R illustrent les sujets abordés. Chaque chapitre est complété par des exercices et une annexe présente brièvement les outils probabilistes et statistiques utiles à la statistique de champs aléatoires. 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, and experienced statisticians. Moreover researchers in the above mentioned areas will find it useful as a mathematically sound reference.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Statistics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Probabilities.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Statistics.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Statistical Theory and Methods.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Probability Theory and Stochastic Processes.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Guyon, Xavier.
Relator term author.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783540792253
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Mathématiques & Applications,
International Standard Serial Number 1154-483X ;
Volume/sequential designation 63
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-3-540-79226-0
912 ## -
-- ZDB-2-SMA
Holdings
Withdrawn status Lost status Damaged status Not for loan Permanent Location Current Location Date acquired Barcode Date last seen Price effective from Koha item type
        PK Kelkar Library, IIT Kanpur PK Kelkar Library, IIT Kanpur 2016-11-21 EBK10425 2016-11-21 2016-11-21 E books

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