Ecological Models and Data in R
By (author) Benjamin M. Bolker
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Ecological Models and Data in R by Benjamin M. Bolker
Book DescriptionEcological Models and Data in R is the first truly practical introduction to modern statistical methods for ecology. In step-by-step detail, the book teaches ecology graduate students and researchers everything they need to know in order to use maximum likelihood, information-theoretic, and Bayesian techniques to analyze their own data using the programming language R. Drawing on extensive experience teaching these techniques to graduate students in ecology, Benjamin Bolker shows how to choose among and construct statistical models for data, estimate their parameters and confidence limits, and interpret the results. The book also covers statistical frameworks, the philosophy of statistical modeling, and critical mathematical functions and probability distributions. It requires no programming background--only basic calculus and statistics. * Practical, beginner-friendly introduction to modern statistical techniques for ecology using the programming language R * Step-by-step instructions for fitting models to messy, real-world data * Balanced view of different statistical approaches * Wide coverage of techniques--from simple (distribution fitting) to complex (state-space modeling) * Techniques for data manipulation and graphical display * Companion Web site with data and R code for all examples
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Book DetailsISBN: 9780691125220
(254mm x 178mm x 28mm)
Imprint: Princeton University Press
Publisher: Princeton University Press
Publish Date: 1-Jul-2008
Country of Publication: United States
Books By Author Benjamin M. Bolker
Infectious Disease: A Very Short Introduction, Paperback (June 2015)» View all books by Benjamin M. Bolker
In this Very Short Introduction Benjamin Bolker and Marta L. Wayne explore the world of infectious disease, from viruses and bacteria to protists and fungi. Taking an ecological and evolutionary viewpoint, they use case studies to explore how outbreaks are managed and how newly emergent strains might be controlled.
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Author Biography - Benjamin M. Bolker
Benjamin M. Bolker is a theoretical ecologist in the departments of Mathematics & Statistics and Biology at McMaster University.
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