Bayesian Methods for Ecology
Autor Michael A. McCarthyen Limba Engleză Paperback – 9 mai 2007
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Specificații
ISBN-13: 9780521615594
ISBN-10: 0521615593
Pagini: 312
Ilustrații: 47 b/w illus. 8 tables
Dimensiuni: 150 x 226 x 18 mm
Greutate: 0.48 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom
ISBN-10: 0521615593
Pagini: 312
Ilustrații: 47 b/w illus. 8 tables
Dimensiuni: 150 x 226 x 18 mm
Greutate: 0.48 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom
Cuprins
1. Introduction; 2. Critiques of statistical methods; 3. Analysing averages and frequencies; 4. How good are the models?; 5. Regression and correlation; 6. Analysis of variance; Case studies; 7. Mark-recapture analysis; 8. Effects of marking frogs; 9. Population dynamics; 10. Subjective priors; 11. Conclusion; Appendix A. A tutorial for running WinBUGS; Appendix B. Probability distributions; Appendix C. MCMC algorithms.
Recenzii
"[This book] will advance any ecologists' understanding of Bayesian statistics. ... the many diverse examples, which are the book's greatest strength, make the topic very approachable, even for people with moderate understanding of statistical theory. ... I therefore would highly recommend it to any ecologist interested in learning more about Bayesian statistics, and especially to those who want to learn to run Bayesian analyses in Win BUGS." - Tabitha Graves, Ecology
Notă biografică
Descriere
An accessible text describing how to use Bayesian methods of statistical analysis in ecology.