GLMs in R for Ecology
This book by Carl Smith and Mark Warren delves into generalized linear models (GLMs) using R, specifically for ecological research. It offers practical guidance on modeling diverse data types in ecology, from counts to binary outcomes, helping scientists interpret complex environmental data effectively.
About This Book
GLMs in R for Ecology introduces the application of generalized linear models within the R programming environment, focusing on ecological datasets.
The book covers essential techniques for modeling non-normal data distributions commonly encountered in ecology, such as count data and proportions.
Authors Carl Smith and Mark Warren provide step-by-step guidance on implementing GLMs to analyze ecological patterns and relationships.
Designed for ecologists and statisticians, it emphasizes practical R code and interpretation of model outputs for real-world applications.
Readers will gain proficiency in using GLMs to address questions in population dynamics, species distribution, and environmental impacts.
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