Record Display for the EPA National Library Catalog
RECORD NUMBER: 44 OF 200Main Title | Ecological models and data in R / | |||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Author | Bolker, Benjamin M., | |||||||||||||||||||||||||||
Publisher | Princeton University Press, | |||||||||||||||||||||||||||
Year Published | 2008 | |||||||||||||||||||||||||||
OCLC Number | 166273862 | |||||||||||||||||||||||||||
ISBN | 9780691125220; 0691125228; 9780691125237; 0691125236 | |||||||||||||||||||||||||||
Subjects | Ecology--Statistical methods ; Ecology--Mathematical models ; Ecology--Simulation methods ; R (Computer program language) ; data analysis ; computer software ; Datenanalyse ; R--Programm ; eOkologie ; Ekologi--statistiska metoder ; Datenanalyse--(DE-588)4123037-1 ; R (Programm)--(DE-588)4705956-4 ; eOkologie--(DE-588)4043207-5 | |||||||||||||||||||||||||||
Holdings |
|
|||||||||||||||||||||||||||
Collation | vii, 396 pages : illustrations ; 26 cm | |||||||||||||||||||||||||||
Notes | Includes bibliographical references (pages 369-382) and indexes. |
|||||||||||||||||||||||||||
Contents Notes | "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."--Jacket. |