Bayesian population analysis using WinBUGS: a hierarchical perspective
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Waltham, MA
Academic Press
2012
|
| Ausgabe: | 1st ed |
| Schlagworte: | |
| Online-Zugang: | FAW01 FLA01 Volltext |
| Beschreibung: | Bayesian statistics has exploded into biology and its sub-disciplines, such as ecology, over the past decade. The free software program WinBUGS and its open-source sister OpenBugs is currently the only flexible and general-purpose program available with which the average ecologist can conduct standard and non-standard Bayesian statistics. Comprehensive and richly-commented examples illustrate a wide range of models that are most relevant to the research of a modern population ecologist. All WinBUGS/OpenBUGS analyses are completely integrated in software R. Includes complete documentation of all R and WinBUGS code required to conduct analyses and shows all the necessary steps from having the data in a text file out of Excel to interpreting and processing the output from WinBUGS in R. Includes bibliographical references and index |
| Beschreibung: | 1 Online-Ressource (xvii, 535 pages) |
| ISBN: | 9780123870209 0123870208 9780123870216 0123870216 |
Internformat
MARC
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| 100 | 1 | |a Kéry, Manuel Marton Marc |d 1968- |e Verfasser |0 (DE-588)173499465 |4 aut | |
| 245 | 1 | 0 | |a Bayesian population analysis using WinBUGS |b a hierarchical perspective |c Marc Kery and Michael Schaub ; foreword by Steven R. Beissinger |
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| 500 | |a Bayesian statistics has exploded into biology and its sub-disciplines, such as ecology, over the past decade. The free software program WinBUGS and its open-source sister OpenBugs is currently the only flexible and general-purpose program available with which the average ecologist can conduct standard and non-standard Bayesian statistics. Comprehensive and richly-commented examples illustrate a wide range of models that are most relevant to the research of a modern population ecologist. All WinBUGS/OpenBUGS analyses are completely integrated in software R. Includes complete documentation of all R and WinBUGS code required to conduct analyses and shows all the necessary steps from having the data in a text file out of Excel to interpreting and processing the output from WinBUGS in R. | ||
| 500 | |a Includes bibliographical references and index | ||
| 630 | 0 | 4 | |a WinBUGS. |
| 650 | 4 | |a Biology | |
| 650 | 4 | |a WinBUGS. | |
| 650 | 4 | |a Science | |
| 650 | 4 | |a Natural history | |
| 650 | 7 | |a NATURE / Ecology |2 bisacsh | |
| 650 | 7 | |a NATURE / Ecosystems & Habitats / Wilderness |2 bisacsh | |
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| 650 | 4 | |a Datenverarbeitung | |
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| 650 | 4 | |a Ökologie | |
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| author | Kéry, Manuel Marton Marc 1968- |
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| dewey-full | 577.8/80285 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
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| dewey-search | 577.8/80285 |
| dewey-sort | 3577.8 580285 |
| dewey-tens | 570 - Biology |
| discipline | Biologie |
| edition | 1st ed |
| format | Electronic eBook |
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| id | DE-604.BV042306765 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:17:55Z |
| institution | BVB |
| isbn | 9780123870209 0123870208 9780123870216 0123870216 |
| language | English |
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| spelling | Kéry, Manuel Marton Marc 1968- Verfasser (DE-588)173499465 aut Bayesian population analysis using WinBUGS a hierarchical perspective Marc Kery and Michael Schaub ; foreword by Steven R. Beissinger 1st ed Waltham, MA Academic Press 2012 1 Online-Ressource (xvii, 535 pages) txt rdacontent c rdamedia cr rdacarrier Bayesian statistics has exploded into biology and its sub-disciplines, such as ecology, over the past decade. The free software program WinBUGS and its open-source sister OpenBugs is currently the only flexible and general-purpose program available with which the average ecologist can conduct standard and non-standard Bayesian statistics. Comprehensive and richly-commented examples illustrate a wide range of models that are most relevant to the research of a modern population ecologist. All WinBUGS/OpenBUGS analyses are completely integrated in software R. Includes complete documentation of all R and WinBUGS code required to conduct analyses and shows all the necessary steps from having the data in a text file out of Excel to interpreting and processing the output from WinBUGS in R. Includes bibliographical references and index WinBUGS. Biology Science Natural history NATURE / Ecology bisacsh NATURE / Ecosystems & Habitats / Wilderness bisacsh SCIENCE / Environmental Science bisacsh SCIENCE / Life Sciences / Ecology bisacsh Datenverarbeitung Naturwissenschaft Ökologie Population biology Data processing Schaub, Michael 1967- Sonstige (DE-588)173939554 oth http://www.sciencedirect.com/science/book/9780123870209 Verlag Volltext |
| spellingShingle | Kéry, Manuel Marton Marc 1968- Bayesian population analysis using WinBUGS a hierarchical perspective WinBUGS. Biology Science Natural history NATURE / Ecology bisacsh NATURE / Ecosystems & Habitats / Wilderness bisacsh SCIENCE / Environmental Science bisacsh SCIENCE / Life Sciences / Ecology bisacsh Datenverarbeitung Naturwissenschaft Ökologie Population biology Data processing |
| title | Bayesian population analysis using WinBUGS a hierarchical perspective |
| title_auth | Bayesian population analysis using WinBUGS a hierarchical perspective |
| title_exact_search | Bayesian population analysis using WinBUGS a hierarchical perspective |
| title_full | Bayesian population analysis using WinBUGS a hierarchical perspective Marc Kery and Michael Schaub ; foreword by Steven R. Beissinger |
| title_fullStr | Bayesian population analysis using WinBUGS a hierarchical perspective Marc Kery and Michael Schaub ; foreword by Steven R. Beissinger |
| title_full_unstemmed | Bayesian population analysis using WinBUGS a hierarchical perspective Marc Kery and Michael Schaub ; foreword by Steven R. Beissinger |
| title_short | Bayesian population analysis using WinBUGS |
| title_sort | bayesian population analysis using winbugs a hierarchical perspective |
| title_sub | a hierarchical perspective |
| topic | WinBUGS. Biology Science Natural history NATURE / Ecology bisacsh NATURE / Ecosystems & Habitats / Wilderness bisacsh SCIENCE / Environmental Science bisacsh SCIENCE / Life Sciences / Ecology bisacsh Datenverarbeitung Naturwissenschaft Ökologie Population biology Data processing |
| topic_facet | WinBUGS. Biology Science Natural history NATURE / Ecology NATURE / Ecosystems & Habitats / Wilderness SCIENCE / Environmental Science SCIENCE / Life Sciences / Ecology Datenverarbeitung Naturwissenschaft Ökologie Population biology Data processing |
| url | http://www.sciencedirect.com/science/book/9780123870209 |
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