By Benjamin M. Bolker
Ecological versions and information in R is the 1st really sensible creation to fashionable statistical tools for ecology. In step by step aspect, the e-book teaches ecology graduate scholars and researchers every little thing they should comprehend which will use greatest probability, information-theoretic, and Bayesian ideas to investigate their very own information utilizing the programming language R. Drawing on wide adventure educating those innovations to graduate scholars in ecology, Benjamin Bolker exhibits how one can pick out between and build statistical types for info, estimate their parameters and self belief limits, and interpret the implications. The ebook additionally covers statistical frameworks, the philosophy of statistical modeling, and important mathematical capabilities and likelihood distributions. It calls for no programming background--only uncomplicated calculus and statistics.
- Practical, beginner-friendly advent to fashionable statistical thoughts for ecology utilizing the programming language R
- Step-by-step directions for becoming types to messy, real-world facts
- Balanced view of other statistical ways
- Wide insurance of techniques--from easy (distribution becoming) to complicated (state-space modeling)
- Techniques for facts manipulation and graphical exhibit
- Companion website with info and R code for all examples
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Extra resources for Ecological Models and Data in R
Ecological Models and Data in R by Benjamin M. Bolker