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Environmental Data Analysis

An Introduction with Examples in R

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  • 284 strony
  • 10 godzin czytania

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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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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
Rok wydania
2021
Oprawa
miękka
Liczba stron
284
ISBN13
9783030550226
Seria
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.