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Description - Bayesian Likelihood Methods in Ecology and Biology by Michael Brimacombe

Likelihood Methods in Biology and Ecology: A Modern Approach to Statistics emphasizes the importance of the likelihood function in statistical theory and applications and discusses it in the context of biology and ecology. Bayesian and frequentist methods both use the likelihood function and provide differing but related insights. This is examined here both through review of basic methodology and also the integrated use of these approaches in case studies.

Features:

  • Discusses the likelihood function in both Bayesian and frequentist contexts.
  • Reviews and discusses standard methods of data analysis, model selection and statistical analysis, and how to apply and interpret them in real world situations.
  • Examines the application of statistical methods to observed data in the context of case studies drawn from biology and ecology.
  • Uniquely discusses frequentist and Bayesian approaches to statistics as complementary allowing many standard approaches to be presented in a single book.
  • Poses questions to ask when planning the design and analysis of a study or experiment.

This book is written for applied researchers, scientists, consultants, statisticians and applied scientists. Although it uses examples drawn from biology, the methods here can be applied to a wide variety of research areas and provides an accessible handbook of available statistical methods for scientific settings where there is an assumed theoretical model that can be represented using a likelihood function.

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Book Details

ISBN: 9781584887881
ISBN-10: 1584887885
Format: Hardback
(235mm x 156mm x mm)
Pages: 202
Imprint: Chapman & Hall/CRC
Publisher: Taylor & Francis Ltd
Publish Date: 8-Jan-2019
Country of Publication: United States

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Author Biography - Michael Brimacombe

New Jersey Medical School, Newark, USA McMaster University, Hamilton, Ontario, Canada Southern Methodist University, Dallas, Texas, USA Rochester Institute of Technology, New York, USA

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