Ecological Models and Data in R

Name: Ecological Models and Data in R
Brand: PRINCETON UNIVRSITY PRESS
SKU: 346757
Price: 86.50 EUR
Availability: InStock

BENJAMIN M. BOLKER

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86,50 €

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ISBN

9780691125220

Mladinska knjiga ID

346757

Status dobavljivosti

Na zalogi pri dobavitelju

Jezik

ANG

Založnik

PRINCETON UNIVRSITY PRESS

Avtor

BENJAMIN M. BOLKER

Opis

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