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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.
Nákup knihy
Environmental Data Analysis, Carsten Dormann
- Jazyk
- Rok vydania
- 2021
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- Titul
- Environmental Data Analysis
- Podtitul
- An Introduction with Examples in R
- Jazyk
- anglicky
- Autori
- Carsten Dormann
- Vydavateľ
- Springer International Publishing
- Rok vydania
- 2021
- Väzba
- mäkká
- Počet strán
- 284
- ISBN13
- 9783030550226
- Série
- Štítky
- Náučná literatúra, Hobby, Veda & Matematika, Príroda, Matematika, Ekologická tematika, Ekológia, Záhradníčenie
- Anotácia
- 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.