Name: Ecological Models and Data in r (en Inglés)
Price: 81140.00 CLP
Availability: InStock
Author: Benjamin M. Bolker
ISBN: 9780691125220

portada Ecological Models and Data in r (en Inglés)

Formato

Libro Físico

Editorial

Princeton University Press

Autor

Benjamin M. Bolker

Año

2008

Idioma

Inglés

N° páginas

408

Encuadernación

Tapa Dura

Peso

ISBN

0691125228

ISBN13

9780691125220

N° edición

508

Categorías

Lenguajes de programación scripting

Ecological Models and Data in r (en Inglés)

Benjamin M. Bolker (Autor) · Princeton University Press · Tapa Dura

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Origen: Reino Unido (Costos de importación incluídos en el precio)

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Reseña del libro "Ecological Models and Data in r (en Inglés)"

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