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Focusing on maximum likelihood approaches, this introductory statistics textbook for environmental science emphasizes the Generalized Linear Model and its application to non-normally distributed data. Early chapters introduce key statistical distributions, while subsequent R-based how-to sections provide practical application and theory reinforcement. This structure supports a gradual learning curve, making complex concepts more accessible. Developed through years of teaching experience at the University of Freiburg, it lays a solid foundation for further study in parametric statistics within the environmental sciences.
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Environmental Data Analysis, Carsten Dormann
- Lingua
- Pubblicato
- 2021
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- (In brossura)
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- Titolo
- Environmental Data Analysis
- Sottotitolo
- An Introduction with Examples in R
- Lingua
- Inglese
- Autori
- Carsten Dormann
- Pubblicato
- 2021
- Formato
- In brossura
- Pagine
- 284
- ISBN13
- 9783030550226
- Serie
- Tag
- Saggistica, Hobby, Scienza e Matematica, Natura, Matematica, Tematica ecologica, Ecologia, Giardinaggio & Coltivazione
- Descrizione
- Focusing on maximum likelihood approaches, this introductory statistics textbook for environmental science emphasizes the Generalized Linear Model and its application to non-normally distributed data. Early chapters introduce key statistical distributions, while subsequent R-based how-to sections provide practical application and theory reinforcement. This structure supports a gradual learning curve, making complex concepts more accessible. Developed through years of teaching experience at the University of Freiburg, it lays a solid foundation for further study in parametric statistics within the environmental sciences.