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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.
Buchkauf
Environmental Data Analysis, Carsten Dormann
- Sprache
- Erscheinungsdatum
- 2021
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- (Paperback)
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- Titel
- Environmental Data Analysis
- Untertitel
- An Introduction with Examples in R
- Sprache
- Englisch
- Autor*innen
- Carsten Dormann
- Erscheinungsdatum
- 2021
- Einband
- Paperback
- Seitenzahl
- 284
- ISBN13
- 9783030550226
- Reihe
- Schlagwörter
- Sachbücher, Hobby, Wissenschaft & Mathematik, Natur, Mathematik, Ökologische Thematik, Ökologie, Gartenarbeit
- Beschreibung
- 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.