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GLMs in R for Ecology

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Author :
Release : 2019
Genre :
Kind : eBook
Book Rating : 878/5 ( reviews)

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Book Synopsis GLMs in R for Ecology by : Carl Smith

Download or read book GLMs in R for Ecology written by Carl Smith. This book was released on 2019. Available in PDF, EPUB and Kindle. Book excerpt:

Bayesian GLMs in R for Ecology

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Author :
Release : 2021-10-16
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Bayesian GLMs in R for Ecology by : Mark Warren

Download or read book Bayesian GLMs in R for Ecology written by Mark Warren. This book was released on 2021-10-16. Available in PDF, EPUB and Kindle. Book excerpt: A practical handbook to introduce Bayesian general and generalised linear models (GLMs) to ecologists using R. The book is aimed at advanced undergraduate and post-graduate research students and provides access to R script and data for each analysis presented. The concepts behind Bayesian modelling are explained, along with comprehensive instructions of how to fit Bayesian models as well as highlighting the potential pitfalls to this approach.

Mixed Effects Models and Extensions in Ecology with R

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Release : 2009-03-05
Genre : Science
Kind : eBook
Book Rating : 585/5 ( reviews)

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Book Synopsis Mixed Effects Models and Extensions in Ecology with R by : Alain Zuur

Download or read book Mixed Effects Models and Extensions in Ecology with R written by Alain Zuur. This book was released on 2009-03-05. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses advanced statistical methods that can be used to analyse ecological data. Most environmental collected data are measured repeatedly over time, or space and this requires the use of GLMM or GAMM methods. The book starts by revising regression, additive modelling, GAM and GLM, and then discusses dealing with spatial or temporal dependencies and nested data.

A Beginner's Guide to GLM and GLMM with R

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Author :
Release : 2013
Genre : Ecology
Kind : eBook
Book Rating : 139/5 ( reviews)

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Book Synopsis A Beginner's Guide to GLM and GLMM with R by : Alain F. Zuur

Download or read book A Beginner's Guide to GLM and GLMM with R written by Alain F. Zuur. This book was released on 2013. Available in PDF, EPUB and Kindle. Book excerpt: This book presents Generalized Linear Models (GLM) and Generalized Linear Mixed Models (GLMM) based on both frequency-based and Bayesian concepts.

Ecological Models and Data in R

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Author :
Release : 2008-07-21
Genre : Computers
Kind : eBook
Book Rating : 228/5 ( reviews)

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Book Synopsis Ecological Models and Data in R by : Benjamin M. Bolker

Download or read book Ecological Models and Data in R written by Benjamin M. Bolker. This book was released on 2008-07-21. Available in PDF, EPUB and Kindle. Book excerpt: Introduction and background; Exploratory data analysis and graphics; Deterministic functions for ecological modeling; Probability and stochastic distributions for ecological modeling; Stochatsic simulation and power analysis; Likelihood and all that; Optimization and all that; Likelihood examples; Standar statistics revisited; Modeling variance; Dynamic models.

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