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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.
Zakup książki
Environmental Data Analysis, Carsten Dormann
- Język
- Rok wydania
- 2021
- Oprawa
- (miękka)
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- Tytuł
- Environmental Data Analysis
- Podtytuł
- An Introduction with Examples in R
- Język
- angielski
- Autorzy
- Carsten Dormann
- Rok wydania
- 2021
- Oprawa
- miękka
- Liczba stron
- 284
- ISBN13
- 9783030550226
- Seria
- Kategorie
- Opis
- 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.
