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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
- Taal
- Jaar van publicatie
- 2021
- product-detail.submit-box.info.binding
- (Paperback)
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- Ondertitel
- An Introduction with Examples in R
- Taal
- Engels
- Auteurs
- Carsten Dormann
- Jaar van publicatie
- 2021
- Formaat
- Paperback
- Aantal pagina's
- 284
- ISBN13
- 9783030550226
- Reeks
- Tags
- Non-fictie, Hobby, Wetenschap en Wiskunde, Natuur, Wiskunde, Ecologische thematiek, Ecologie, Tuinieren & Teelt
- Aantekening
- 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.