How to Be a Quantitative Ecologist
Autor Jason Matthiopoulosen Limba Engleză Hardback – 25 apr 2011
Key Features:
- Provides a complete introduction to mathematics statistics and computing for ecologists.
- Presents a wealth of ecological examples demonstrating the applied relevance of abstract mathematical concepts, showing how a little technique can go a long way in answering interesting ecological questions.
- Covers elementary topics, including the rules of algebra, logarithms, geometry, calculus, descriptive statistics, probability, hypothesis testing and linear regression.
- Explores more advanced topics including fractals, non-linear dynamical systems, likelihood and Bayesian estimation, generalised linear, mixed and additive models, and multivariate statistics.
- R boxes provide step-by-step recipes for implementing the graphical and numerical techniques outlined in each section.
"With a book like this, there is no excuse for people to be afraid of maths, and to be ignorant of what it can do."
--Professor Tim Benton, Faculty of Biological Sciences, University of Leeds, UK
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Specificații
ISBN-13: 9780470699782
ISBN-10: 0470699787
Pagini: 496
Dimensiuni: 175 x 250 x 31 mm
Greutate: 1.02 kg
Ediția:New.
Editura: Wiley
Locul publicării:Chichester, United Kingdom
ISBN-10: 0470699787
Pagini: 496
Dimensiuni: 175 x 250 x 31 mm
Greutate: 1.02 kg
Ediția:New.
Editura: Wiley
Locul publicării:Chichester, United Kingdom
Public țintă
Biologists who need an introduction to mathematical and statistical concepts and the use of R, p racticing researchers in ecology who want to refresh or formalize their basic quantitative skills, s enior undergraduate studentsNotă biografică
Jason Matthiopoulos, Lecturer in biology (University of St Andrews). He is a senior researcher in the Sea Mammal Research Unit and member of the Centre for Ecological and Environmental Modelling.
Descriere
How to Be a Quantitative Ecologist is comprised of two equal parts on mathematics and statistics with emphasis on quantitative skills. A major component of this guide is computer implementation techniques, accompanied by computer practicals using the language R.