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Ecological Models and Data in R
Engelsk Hardback
Ecological Models and Data in R
Engelsk Hardback

791 kr
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Om denne bog

Ecological 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

Product detaljer
Sprog:
Engelsk
Sider:
408
ISBN-13:
9780691125220
Indbinding:
Hardback
Udgave:
ISBN-10:
0691125228
Udg. Dato:
21 jul 2008
Længde:
29mm
Bredde:
184mm
Højde:
258mm
Forlag:
Princeton University Press
Oplagsdato:
21 jul 2008
Forfatter(e):
Kategori sammenhænge