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Record Nr. |
UNINA9910458955303321 |
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Titolo |
Hierarchical modelling for the environmental sciences [[electronic resource] ] : statistical methods and applications / / edited by James S. Clark and Alan E. Gelfand |
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Pubbl/distr/stampa |
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Oxford ; ; New York, : Oxford University Press, 2006 |
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ISBN |
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1-280-90405-4 |
0-19-151384-9 |
1-4294-7043-7 |
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Descrizione fisica |
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1 online resource (216 p.) |
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Altri autori (Persone) |
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ClarkJames Samuel <1957-> |
GelfandAlan E. <1945-> |
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Disciplina |
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Soggetti |
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Bayesian statistical decision theory |
Multilevel models (Statistics) |
Mathematical statistics - Data processing |
Environmental sciences - Statistical methods |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references (p. 185-195) and index. |
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Nota di contenuto |
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Preface; Contents; Contributors; Part I: Introduction to hierarchical modeling; 1 Elements of hierarchical Bayesian inference; 2 Bayesian hierarchical models in geographical genetics; Part II: Hierarchical models in experimental settings; 3 Synthesizing ecological experiments and observational data with hierarchical Bayes; 4 Effects of global change on inflorescence production: a Bayesian hierarchical analysis; Part III: Spatial modeling; 5 Building statistical models to analyze species distributions |
6 Implications of vulnerability to hurricane damage for long-term survival of tropical tree species: a Bayesian hierarchical analysisPart IV: Spatio-temporal modeling; 7 Spatial-temporal statistical modeling and prediction of environmental processes; 8 Hierarchical Bayesian spatio-temporal models for population spread; 9 Spatial models for the distribution of extremes; References; Index; A; B; C; D; E; F; G; H; I; J; K; L; M; N; O; P; Q; R; S; T; U; V; W; X; Y; Z |
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