Andy Hector

The New Statistics with R

An Introduction for Biologists

• Gebundenes Buch

Produktbeschreibung

A proven textbook based on materials developed over the last decade to teach linear, generalized, and mixed model analysis to students of ecology, evolution, and environmental studies. While R is used throughout, the focus is firmly on statistical analysis.

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Produktdetails

• Verlag: Hurst & Co.
• 2nd edition
• Seitenzahl: 288
• Erscheinungstermin: 15. August 2021
• Englisch
• Abmessung: 244mm x 178mm x 20mm
• Gewicht: 703g
• ISBN-13: 9780198798170
• ISBN-10: 0198798172
• Artikelnr.: 61343379

Autorenporträt

Andy Hector is Professor of Ecology at the Department of Plant Sciences, Linacre College, University of Oxford, UK. He is Co-Director of the Plants for the Twenty-First Century Institute. He has convened and taught statistics on the Quantitative Methods for Biologists course for undergraduates. He is a community ecologist interested in biodiversity loss and its consequences for ecosystem functioning, stability and services and scientific PI of the Sabah Biodiversity Experiment. He has contributed to several publications on ecological analysis.

Inhaltsangabe

1: Introduction
2: Motivation
3: Description
4: Reproducible Research
5: Estimation
6: Linear Models
7: Regression
8: Prediction
9: Testing
10: Intervals
11: Analysis of Variance
12: Factorial Designs
13: Analysis of Covariance
14: Linear Model Complexities
15: Generalized Linear Models
16: GLMs for Count Data
17: Binomial GLMs
18: GLMs for Binary Data
19: Conclusions
20: A Very Short Introduction to R