Getting Started with R

Inhaltsverzeichnis

Preface; 1 Getting and getting acquainted with R; 2 Getting your data into R; 3 Data management, manipulation, and exploration with dplyr; 4 Visualising your data; 5 Introducing statistics in R; 6 Advancing your statistics in R; 7 Getting started with generalised linear models; 8 Pimping your plots: scales and themes in ggplot2; 9 Closing remarks; Appendices

Getting Started with R

An Introduction for Biologists

Buch (Taschenbuch, Englisch)

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Getting Started with R

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Taschenbuch

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eBook

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Beschreibung

R is rapidly becoming the standard software for statistical analyses, graphical presentation of data, and programming in the natural, physical, social, and engineering sciences. Getting Started with R is now the go-to introductory guide for biologists wanting to learn how to use R in their research. It teaches readers how to import, explore, graph, and analyse data, while keeping them focused on their ultimate goals: clearly communicating their data in oralpresentations, posters, papers, and reports. It provides a consistent workflow for using R that is simple, efficient, reliable, and reproducible.This second edition has been updated and expanded while retaining the concise and engaging nature of its predecessor, offering an accessible and fun introduction to the packages dplyr and ggplot2 for data manipulation and graphing. It expands the set of basic statistics considered in the first edition to include new examples of a simple regression, a one-way and a two-way ANOVA. Finally, it introduces a new chapter on the generalised linear model.Getting Started with R is suitable for undergraduates, graduate students, professional researchers, and practitioners in the biological sciences.

Review from previous edition The book would make the ideal text for a short course on data management and presentation - it truly packs an amazing amount of wisdom and wit between slim covers. Trends in Ecology and Evolution

Details

Verkaufsrang

9810

Einband

Taschenbuch

Erscheinungsdatum

02.02.2017

Verlag

Oxford University Press

Seitenzahl

256

Beschreibung

Details

Verkaufsrang

9810

Einband

Taschenbuch

Erscheinungsdatum

02.02.2017

Verlag

Oxford University Press

Seitenzahl

256

Maße (L/B/H)

23.8/16.7/1.7 cm

Gewicht

498 g

Auflage

2 Revised edition

Sprache

Englisch

ISBN

978-0-19-878784-6

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Die Leseprobe wird geladen.
  • Getting Started with R
  • Preface; 1 Getting and getting acquainted with R; 2 Getting your data into R; 3 Data management, manipulation, and exploration with dplyr; 4 Visualising your data; 5 Introducing statistics in R; 6 Advancing your statistics in R; 7 Getting started with generalised linear models; 8 Pimping your plots: scales and themes in ggplot2; 9 Closing remarks; Appendices