عنوان
پدید آورنده
موضوع
رده
G70.3 .S57 2002
G70
.
3
.
S57
2002
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
0387001360 (pbk. : acid-free paper)
(Number (ISBN
9780387001364 (pbk. : acid-free paper)
NATIONAL BIBLIOGRAPHY NUMBER
Number
dltt
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Spatial statistics and computational methods /
General Material Designation
[Book]
First Statement of Responsibility
Jesper Møller (editor).
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
2003.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xiv, 202 p. :
Other Physical Details
ill. ;
Dimensions
24 cm.
SERIES
Series Title
Lecture notes in statistics ;
Volume Designation
173
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
1. An Introduction to MCMC -- 1.1. MCMC and spatial statistics -- 1.2. The Gibbs sampler -- 1.3. The Metropolis-Hastings algorithm -- 1.4. MCMC Theory -- 1.5. Practical implementation -- 1.6. An illustrative example -- 1.7. Appendix: Model determination using MCMC -- 2. An Introduction to Model-Based Geostatistics -- 2.1. Introduction -- 2.2. Examples of geostatistical problems -- 2.3. The general geostatistical model -- 2.4. The Gaussian Model -- 2.5. Parametric estimation of covariance structure -- 2.6. Plug-in prediction -- 2.7. Bayesian inference for the linear Gaussian model -- 2.8. A Case Study: the Swiss rainfall data -- 2.9. Generalised linear spatial models -- 2.10. Discussion -- 2.11. Software
0
SUMMARY OR ABSTRACT
Text of Note
"The volume introduces topics of current interest in spatial and computational statistics, which should be accessible and of interest to postgraduate students as well as to experienced statistical researchers. It is partly based on the course material for the "TMR and MaPhySto Summer School on Spatial Statistics and Computational Methods," held at Aalborg University, Denmark, August 19 to 22, 2001."--BOOK JACKET.
TOPICAL NAME USED AS SUBJECT
Geography-- Statistical methods.
Spatial analysis (Statistics)
LIBRARY OF CONGRESS CLASSIFICATION
Class number
G70
.
3
Book number
.
S57
2002
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Møller, Jesper.
ORIGINATING SOURCE
Date of Transaction
20140219125525.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
