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Environmental Data Analysis

An Introduction with Examples in R

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Focusing on environmental science, this introductory statistics textbook emphasizes the Generalized Linear Model and maximum likelihood approaches, treating analyses as regression problems. It introduces statistical distributions early, guiding readers to apply suitable models for often non-normally distributed environmental data. Each statistical chapter is complemented by an R-based how-to section, facilitating practical application and reinforcing theoretical concepts. The content has been refined through years of teaching at the University of Freiburg, ensuring its relevance and effectiveness in real-world contexts.

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Environmental Data Analysis, Carsten Dormann

Idioma
Publicado en
2020
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Subtítulo
An Introduction with Examples in R
Idioma
Inglés
Publicado en
2020
Formato
Tapa dura
Páginas
284
ISBN13
9783030550196
Serie
Descripción
Focusing on environmental science, this introductory statistics textbook emphasizes the Generalized Linear Model and maximum likelihood approaches, treating analyses as regression problems. It introduces statistical distributions early, guiding readers to apply suitable models for often non-normally distributed environmental data. Each statistical chapter is complemented by an R-based how-to section, facilitating practical application and reinforcing theoretical concepts. The content has been refined through years of teaching at the University of Freiburg, ensuring its relevance and effectiveness in real-world contexts.