Statistical Methods for Field and Laboratory Studies in Behavioral Ecology

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Scott Pardo (Bayer Healthcare, Whippany, New Jersey, USA) Michael Pardo (Cornell University)

Statistical Methods for Field and Laboratory Studies in Behavioral Ecology

Scott Pardo (Bayer Healthcare, Whippany, New Jersey, USA), Michael Pardo (Cornell University)

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English

Chapman & Hall/CRC
18 December 2020

Research methods: general; Probability & statistics; Animal ecology

Series: Chapman & Hall/CRC Applied Environmental Statistics

Statistical Methods for Field and Laboratory Studies in Behavioral Ecology focuses on how statistical methods may be used to make sense of behavioral ecology and other data. It presents fundamental concepts in statistical inference and intermediate topics such as multiple least squares regression and ANOVA. The objective is to teach students to recognize situations where various statistical methods should be used, understand the strengths and limitations of the methods, and to show how they are implemented in R code. Examples are based on research described in the literature of behavioral ecology, with data sets and analysis code provided.

Features:

This intermediate to advanced statistical methods text was written with the behavioral ecologist in mind

Computer programs are provided, written in the R language.

Datasets are also provided, mostly based, at least to some degree, on real studies.

Methods and ideas discussed include multiple regression and ANOVA, logistic and Poisson regression, machine learning and model identification, time-to-event modeling, time series and stochastic modeling, game-theoretic modeling, multivariate methods, study design/sample size, and what to do when things go wrong.

It is assumed that the reader has already had exposure to statistics through a first introductory course at least, and also has sufficient knowledge of R. However, some introductory material is included to aid the less initiated reader.

Scott Pardo, Ph.D., is an accredited professional statistician (PStat®) by the American Statistical Association. Michael Pardo is a Ph.D. is a candidate in behavioral ecology at Cornell University, specializing in animal communication and social behavior.

By: Scott Pardo (Bayer Healthcare Whippany New Jersey USA), Michael Pardo (Cornell University)
Imprint: Chapman & Hall/CRC
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 620g
ISBN: 9780367735128
ISBN 10: 0367735121
Series: Chapman & Hall/CRC Applied Environmental Statistics
Pages: 320
Publication Date: 18 December 2020
Audience: College/higher education , General/trade , Primary , ELT Advanced
Format: Paperback
Publisher's Status: Active

Scott Pardo, Michael Pardo