Martin Bader,Sebastian Leuzinger
An Introduction to Data Analysis Using R: A Guide for Natural Scientists
An Introduction to Data Analysis Using R: A Guide for Natural Scientists
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R-ticulate is a statistics textbook for natural science students that introduces statistical concepts and software skills in R, with engaging examples, practical tips, online exercises, resources, and references. It is organized into 12 chapters and includes a wealth of online teaching material.
Format: Hardback
Length: 300 pages
Publication date: 17 April 2022
Publisher: John Wiley and Sons Ltd
R-ticulate: A Beginner's Guide to Data Analysis for Natural Scientists is a comprehensive and accessible learning resource designed to develop data analysis skills for natural science students in an efficient and effective manner. Written in the R programming language, this textbook offers a concise yet comprehensive coverage of statistics, focusing on practical applications and real-world scenarios.
The book is structured in a user-friendly manner, with each chapter dedicated to a specific topic. It begins by introducing statistical concepts in simple and easy-to-understand language, using relatable examples and practical tips to enhance understanding. The text then explores a variety of approaches to problem-solving, utilizing both base R and the tidyverse, a popular data manipulation and analysis framework in R.
To facilitate learning, the book includes boxes dedicated to specific topics, summarizing key points and providing additional insights. Additionally, a clearly outlined schedule is organized into 12 chapters, corresponding to the 12 semester weeks of most universities. This structure helps students stay on track and ensures a systematic approach to learning.
While R-ticulate: A Beginner's Guide to Data Analysis for Natural Scientists is primarily a traditional printed book, it comes with a wealth of online teaching material. This includes code examples, interactive exercises, and video tutorials, making it an ideal and efficient reference for students who wish to gain a thorough understanding of the subject. Moreover, the book is also valuable for instructors teaching related courses, as it provides comprehensive teaching resources and guidance.
In summary, R-ticulate: A Beginner's Guide to Data Analysis for Natural Scientists is a highly recommended resource for natural science students who want to develop their data analysis skills in a practical and efficient manner. With its engaging content, user-friendly structure, and comprehensive online teaching material, this textbook is an invaluable tool for anyone seeking to excel in the field of statistics.
Weight: 666g
ISBN-13: 9781119717997
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