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Cover: 9780198798187 | The New Statistics with R | An Introduction for Biologists | Hector
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The New Statistics with R
An Introduction for Biologists
Taschenbuch von Andy Hector
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor
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.
Inhaltsverzeichnis
  • 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

Details
Erscheinungsjahr: 2021
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Importe, Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Kartoniert / Broschiert
ISBN-13: 9780198798187
ISBN-10: 0198798180
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Hector, Andy
Auflage: 2nd edition
Hersteller: Oxford University Press
Verantwortliche Person für die EU: Deutsche Bibelgesellschaft, Postfach:81 03 40, D-70567 Stuttgart, vertrieb@dbg.de
Maße: 234 x 167 x 17 mm
Von/Mit: Andy Hector
Erscheinungsdatum: 17.06.2021
Gewicht: 0,543 kg
Artikel-ID: 118866793
Über den Autor
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.
Inhaltsverzeichnis
  • 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

Details
Erscheinungsjahr: 2021
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Importe, Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Kartoniert / Broschiert
ISBN-13: 9780198798187
ISBN-10: 0198798180
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Hector, Andy
Auflage: 2nd edition
Hersteller: Oxford University Press
Verantwortliche Person für die EU: Deutsche Bibelgesellschaft, Postfach:81 03 40, D-70567 Stuttgart, vertrieb@dbg.de
Maße: 234 x 167 x 17 mm
Von/Mit: Andy Hector
Erscheinungsdatum: 17.06.2021
Gewicht: 0,543 kg
Artikel-ID: 118866793
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