The Ecological Detective (eBook)

Confronting Models with Data
Artikelnummer: 978-1-4008-4731-0
Einband: PDF
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The modern ecologist usually works in both the field and laboratory, uses statistics and computers, and often works with ecological concepts that are model-based, if not model-driven. How do we make the field and laboratory coherent? How do we link models and data? How do we use statistics to help experimentation? How do we integrate modeling and statistics? How do we confront multiple hypotheses with data and assign degrees of belief to different hypotheses? How do we deal with time series (in which data are linked from one measurement to the next) or put multiple sources of data into one inferential framework? These are the kinds of questions asked and answered by The Ecological Detective.


Ray Hilborn and Marc Mangel investigate ecological data much as a detective would investigate a crime scene by trying different hypotheses until a coherent picture emerges. The book is not a set of pat statistical procedures but rather an approach. The Ecological Detective makes liberal use of computer programming for the generation of hypotheses, exploration of data, and the comparison of different models. The authors' attitude is one of exploration, both statistical and graphical. The background required is minimal, so that students with an undergraduate course in statistics and ecology can profitably add this work to their tool-kit for solving ecological problems.

The modern ecologist usually works in both the field and laboratory, uses statistics and computers, and often works with ecological concepts that are model-based, if not model-driven. How do we make the field and laboratory coherent? How do we link models and data? How do we use statistics to help experimentation? How do we integrate modeling and statistics? How do we confront multiple hypotheses with data and assign degrees of belief to different hypotheses? How do we deal with time series (in which data are linked from one measurement to the next) or put multiple sources of data into one inferential framework? These are the kinds of questions asked and answered by The Ecological Detective.


Ray Hilborn and Marc Mangel investigate ecological data much as a detective would investigate a crime scene by trying different hypotheses until a coherent picture emerges. The book is not a set of pat statistical procedures but rather an approach. The Ecological Detective makes liberal use of computer programming for the generation of hypotheses, exploration of data, and the comparison of different models. The authors' attitude is one of exploration, both statistical and graphical. The background required is minimal, so that students with an undergraduate course in statistics and ecology can profitably add this work to their tool-kit for solving ecological problems.

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VerlagManchester University Press
EinbandPDF
Erscheinungsjahr2013
Seitenangabe336 S.
AusgabekennzeichenEnglisch
Abbildungen67 line illus. 27 tables
PlattformPDF
ReiheMonographs in Population Biology
AutorHilborn, Ray / Mangel, Marc

Alle Bände der Reihe "Monographs in Population Biology"

Über den Autor Ray Hilborn

Ray Hilborn is a Professor in the School of Aquatic and Fishery Sciences, University of Washington specializing in natural resource management and conservation. He teaches graduate and undergraduate courses in food sustainability, conservation, and quantitative population dynamics. He has co-authored several books including Overfishing: what everyone needs to know, Quantitative fisheries stock assessment, and The ecological detective: confronting models with data and has published over 300 peer reviewed articles. He has served on the Editorial Boards of numerous journals including 7 years on the Board of Reviewing Editors of Science Magazine. He has received the Volvo Environmental Prize, the American Fisheries Societies Award of Excellence, The Ecological Society of America's Sustainability Science Award, and the International Fisheries Science Prize. He is a Fellow of the American Fisheries Society, the Royal Society of Canada, and the American Academy of Arts and Sciences. Ulrike Hilborn is a writer and has worked with her husband, Ray, for over 40 years.

Weitere Titel von Ray Hilborn

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