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The New Statistics with R

- An Introduction for Biologists
Af: Andy Hector Engelsk Paperback

The New Statistics with R

- An Introduction for Biologists
Af: Andy Hector Engelsk Paperback
Tjek vores konkurrenters priser
Statistical methods are a key tool for all scientists working with data, but learning the basics continues to challenge successive generations of students. This accessible textbook provides an up-to-date introduction to the classical techniques and modern extensions of linear model analysis-one of the most useful approaches for investigating scientific data in the life and environmental sciences. While some of the foundational analyses (e.g. t tests, regression, ANOVA) are as useful now as ever, best practice moves on and there are many new general developments that offer great potential. The book emphasizes an estimation-based approach that takes account of recent criticisms of over-use of probability values and introduces the alternative approach that uses information criteria.This new edition includes the latest advances in R and related software and has been thoroughly “road-tested” over the last decade to create a proven textbook that teaches linear and generalized linear model analysis to students of ecology, evolution, and environmental studies (including worked analyses of data sets relevant to all three disciplines). While R is used throughout, the focus remains firmly on statistical analysis. The New Statistics with R is suitable for senior undergraduate and graduate students, professional researchers, and practitioners in the fields of ecology, evolution and environmental studies.
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Statistical methods are a key tool for all scientists working with data, but learning the basics continues to challenge successive generations of students. This accessible textbook provides an up-to-date introduction to the classical techniques and modern extensions of linear model analysis-one of the most useful approaches for investigating scientific data in the life and environmental sciences. While some of the foundational analyses (e.g. t tests, regression, ANOVA) are as useful now as ever, best practice moves on and there are many new general developments that offer great potential. The book emphasizes an estimation-based approach that takes account of recent criticisms of over-use of probability values and introduces the alternative approach that uses information criteria.This new edition includes the latest advances in R and related software and has been thoroughly “road-tested” over the last decade to create a proven textbook that teaches linear and generalized linear model analysis to students of ecology, evolution, and environmental studies (including worked analyses of data sets relevant to all three disciplines). While R is used throughout, the focus remains firmly on statistical analysis. The New Statistics with R is suitable for senior undergraduate and graduate students, professional researchers, and practitioners in the fields of ecology, evolution and environmental studies.
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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 278
ISBN-13: 9780198798187
Indbinding: Paperback
Udgave:
ISBN-10: 0198798180
Kategori: Matematik- & statistikprogrammer
Udg. Dato: 17 jun 2021
Længde: 17mm
Bredde: 239mm
Højde: 167mm
Forlag: Oxford University Press
Oplagsdato: 17 jun 2021
Forfatter(e): Andy Hector
Forfatter(e) Andy Hector

Kategori Matematik- & statistikprogrammer

ISBN-13 9780198798187

Sprog Engelsk

Indbinding Paperback

Sider 278

Udgave

Længde 17mm

Bredde 239mm

Højde 167mm

Udg. Dato 17 jun 2021

Oplagsdato 17 jun 2021

Forlag Oxford University Press