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Models for ecological data : an introduction

Author: James Samuel Clark
Publisher: Princeton, N.J. : Princeton University Press, ©2007.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
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Facing ecological data sets of unprecedented size and complexity, environmental scientists are struggling to understand and exploit powerful statistical tools for making sense of ecological  Read more...

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Additional Physical Format: Online version:
Clark, James Samuel, 1957-
Models for ecological data.
Princeton, N.J. : Princeton University Press, ©2007
(OCoLC)751581893
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: James Samuel Clark
ISBN: 9780691121789 0691121788
OCLC Number: 123911890
Description: xiii, 617 pages : illustrations ; 27 cm
Contents: Introduction: Models in context ; Model elements --
Elements of inference: Point estimation : maximum likelihood and the method of moments ; Elements of the Bayesian approach ; Confidence envelopes and prediction intervals ; Model assessment and selection --
Larger models: Computational Bayes : introduction to tools simulation ; A closer look at hierarchical structures --
More advance methods: Time ; Space-time ; Some concluding perspectives --
Appendexes.
Responsibility: James S. Clark.
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"In summary, Models for Ecological Data is an important text for those interested in ecological problems, which require computationally intensive methods. The level of the text is such that the Read more...

 
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