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Více o knize
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 vydání
- 2021
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Doručení
Platební metody
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- Podtitul
- An Introduction with Examples in R
- Jazyk
- anglicky
- Autoři
- Carsten Dormann
- Vydavatel
- Springer International Publishing
- Rok vydání
- 2021
- Vazba
- měkká
- Počet stran
- 284
- ISBN13
- 9783030550226
- Série
- Štítky
- Naučná literatura, Hobby, Věda & Matematika, Příroda, Matematika, Ekologická tématika, Ekologie, Zahradničení
- Anotace
- 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.