Justin C. Touchon: Applied Statistics with R

Cover: 9780197797358 | Applied Statistics with R | Justin C. Touchon | Taschenbuch | Englisch

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Sprache: Englisch

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Lieferzeit 2-3 Werktage ab Escheinungsdatum. Dieses Produkt erscheint am 23.08.2025

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Beschreibung

This book teaches readers how to analyse data using a programming language called 'R'. R is freely available software and is easily the most widely used program in ecology and evolutionary biology, and is quickly becoming the program-of-choice in other fields such as neuroscience and psychology.

Über den Autor

Justin Touchon grew up loving nature in Oregon, USA, spending his summers hiking and camping. After attending college at Willamette University, he conducted his doctoral research at Boston University. During his PhD, he discovered his love for the tropics, working and living at the Smithsonian Tropical Research Institute in Panama on and off for 10 years. Now an Associate Professor in the Biology Department at Vassar College, he spends his time studying frogs and tadpoles, teaching students about animals, behaviour, and statistics, and exploring the Hudson Valley with his family and friends.

Inhaltsverzeichnis

Preface

1 Introduction to R

2 Before You Begin (aka Thoughts on Proper Data Analysis)

3 Exploratory Data Analysis and Data Summarization

4 Introduction to Plotting

5 Basic Statistical Analyses

6 More Linear Models!

7 Generalized Linear Models

8 Mixed Effects Models

9 Other useful models you should know about

10 Advanced Data Wrangling and Plotting

11 Writing Loops and Functions in R

12 Final Thoughts

Preface

Acknowledgments

1: Introduction to R

2: Before You Begin (aka Thoughts on Proper Data Analysis)

3: Exploratory Data Analysis and Data Summarization

4: Introduction to Plotting

5: Basic Statistical Analyses

6: More Linear Models!

7: Generalized Linear Models

8: Mixed Effects Models

9: Other Useful Models

10: Advanced Data Wrangling and Plotting

11: Writing Loops and Functions in R

12: Final Thoughts

Index

Details

Erscheinungsjahr:	2025
Fachbereich:	Anwendungs-Software
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
ISBN-13:	9780197797358
ISBN-10:	0197797350
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Touchon, Justin C.
Auflage:	2 Revised edition
Hersteller:	Oxford University Press Inc
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	21 x 156 x 235 mm
Von/Mit:	Justin C. Touchon
Erscheinungsdatum:	23.08.2025
Gewicht:	0,538 kg