Articles liés à Hierarchical modeling and analysis for spatial data
Synopsis
Book by Banerjee Sudipto Gelfand Alan E Carlin Bradley P
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
Présentation de l'éditeur
Among the many uses of hierarchical modeling, their application to the statistical analysis of spatial and spatio-temporal data from areas such as epidemiology And environmental science has proven particularly fruitful. Yet to date, the few books that address the subject have been either too narrowly focused on specific aspects of spatial analysis, or written at a level often inaccessible to those lacking a strong background in mathematical statistics.
Hierarchical Modeling and Analysis for Spatial Data is the first accessible, self-contained treatment of hierarchical methods, modeling, and data analysis for spatial and spatio-temporal data. Starting with overviews of the types of spatial data, the data analysis tools appropriate for each, and a brief review of the Bayesian approach to statistics, the authors discuss hierarchical modeling for univariate spatial response data, including Bayesian kriging and lattice (areal data) modeling. They then consider the problem of spatially misaligned data, methods for handling multivariate spatial responses, spatio-temporal models, and spatial survival models. The final chapter explores a variety of special topics, including spatially varying coefficient models.
This book provides clear explanations, plentiful illustrations --some in full color--a variety of homework problems, and tutorials and worked examples using some of the field's most popular software packages.. Written by a team of leaders in the field, it will undoubtedly remain the primary textbook and reference on the subject for years to come.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
- ÉditeurChapman & Hall/CRC
- Date d'édition2003
- ISBN 10 158488410X
- ISBN 13 9781584884101
- ReliureRelié
- Langueanglais
- Nombre de pages474
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Hierarchical Modeling and Analysis for Spatial Data (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)
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Chapman and Hall/CRC (edition 1), 2003
ISBN 10 : 158488410X
ISBN 13 : 9781584884101
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Hierarchical Modeling and Analysis for Spatial Data (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)
Edité par
Chapman and Hall/CRC, 2003
ISBN 10 : 158488410X
ISBN 13 : 9781584884101
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Monographs on Statistics and Applied Probability: Hierarchical Modeling and Analysis for Spatial Data (Volume 101)
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Chapman And Hall, 2004
ISBN 10 : 158488410X
ISBN 13 : 9781584884101
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Hierarchical Modeling and Analysis for Spatial Data (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)
Edité par
Chapman And Hall/CRC, 2004
ISBN 10 : 158488410X
ISBN 13 : 9781584884101
Ancien ou d'occasion
Couverture rigide
Vendeur : Anybook.com, Lincoln, Royaume-Uni
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Etat : Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,850grams, ISBN:9781584884101. N° de réf. du vendeur 9647758
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Hierarchical Modeling and Analysis for Spatial Data (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)
Edité par
Chapman And Hall/CRC, 2004
ISBN 10 : 158488410X
ISBN 13 : 9781584884101
Ancien ou d'occasion
Couverture rigide
Vendeur : Anybook.com, Lincoln, Royaume-Uni
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Etat : Fair. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In fair condition, suitable as a study copy. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,800grams, ISBN:9781584884101. N° de réf. du vendeur 9647759
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Hierarchical Modeling and Analysis for Spatial Data (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)
Edité par
Chapman and Hall/CRC, 2003
ISBN 10 : 158488410X
ISBN 13 : 9781584884101
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hardcover. Etat : New. In shrink wrap. Looks like an interesting title! N° de réf. du vendeur Q-158488410X
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Hierarchical Modeling and Analysis for Spatial Data (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)
Edité par
Chapman and Hall/CRC, 2003
ISBN 10 : 158488410X
ISBN 13 : 9781584884101
Neuf
Couverture rigide
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