Statistical Methods for Field and Laboratory Studies in Behavioral Ecology

Nonfiction, Science & Nature, Mathematics, Statistics, Nature, Environment, Ecology, Reference & Language, Reference
Cover of the book Statistical Methods for Field and Laboratory Studies in Behavioral Ecology by Scott Pardo, Michael Pardo, CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Scott Pardo, Michael Pardo ISBN: 9781351723152
Publisher: CRC Press Publication: March 5, 2018
Imprint: Chapman and Hall/CRC Language: English
Author: Scott Pardo, Michael Pardo
ISBN: 9781351723152
Publisher: CRC Press
Publication: March 5, 2018
Imprint: Chapman and Hall/CRC
Language: English

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.

 

 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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:

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.

 

 

More books from CRC Press

Cover of the book Fingerprinting Techniques in Food Authentication and Traceability by Scott Pardo, Michael Pardo
Cover of the book Assessing the Accuracy of Remotely Sensed Data by Scott Pardo, Michael Pardo
Cover of the book Introduction to Modern Inorganic Chemistry, 6th edition by Scott Pardo, Michael Pardo
Cover of the book Adaptation and Cross Layer Design in Wireless Networks by Scott Pardo, Michael Pardo
Cover of the book Handbook of SDP for Multimedia Session Negotiations by Scott Pardo, Michael Pardo
Cover of the book Microscale Testing in Aquatic Toxicology by Scott Pardo, Michael Pardo
Cover of the book Measure Theory and Integration by Scott Pardo, Michael Pardo
Cover of the book Resilience Engineering in Practice by Scott Pardo, Michael Pardo
Cover of the book Manual of Purpose-Made Woodworking Joinery by Scott Pardo, Michael Pardo
Cover of the book Bioclimatic Housing by Scott Pardo, Michael Pardo
Cover of the book Boiling Heat Transfer And Two-Phase Flow by Scott Pardo, Michael Pardo
Cover of the book Diseases of Annual Edible Oilseed Crops by Scott Pardo, Michael Pardo
Cover of the book Designing Safe Road Systems by Scott Pardo, Michael Pardo
Cover of the book Estimating for Builders and Surveyors by Scott Pardo, Michael Pardo
Cover of the book A Concise Introduction to Programming in Python by Scott Pardo, Michael Pardo
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy