The Ecological Detective
Confronting Models with Data
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Ecological Detective by Ray Hilborn
Book DescriptionThe 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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Book DetailsISBN: 9780691034973
(203mm x 127mm x 20mm)
Imprint: Princeton University Press
Publisher: Princeton University Press
Publish Date: 14-Feb-1997
Country of Publication: United States
Books By Author Ray Hilborn
Handbook of Marine Fisheries Conservation and Management, Hardback (February 2010)View all books by Ray Hilborn
This handbook is the most comprehensive and interdisciplinary work on marine conservation and fisheries management ever compiled. Its many valuable contributions offer a way forward to both understanding and resolving the multifaceted problems facing the world's oceans.
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