Wheelers Books
Reproducible Research with R and RStudio

Reproducible Research with R and RStudio (Hardback, 3rd New edition)

By Gandrud, Christopher

  • RRP: $284.00
  • $284.00
  • In Stock At Publisher

Praise for previous editions: Gandrud has written a great outline of how a fully reproducible research project should look from start to finish, with brief explanations of each tool that he uses along the way... Advanced undergraduate students in mathematics, statistics, and simi...lar fields as well as students just beginning their graduate studies would benefit the most from reading this book. Many more experienced R users or second-year graduate students might find themselves thinking, 'I wish I'd read this book at the start of my studies, when I was first learning R!'...This book could be used as the main text for a class on reproducible research ... (The American Statistician) Reproducible Research with R and R Studio, Third Edition brings together the skills and tools needed for doing and presenting computational research. Using straightforward examples, the book takes you through an entire reproducible research workflow. This practical workflow enables you to gather and analyze data as well as dynamically present results in print and on the web. Supplementary materials and example are available on the author's website. New to the Third Edition Updated package recommendations, examples, URLs, and removed technologies no longer in regular use. More advanced R Markdown (and less LaTeX) in discussions of markup languages and examples. Stronger focus on reproducible working directory tools. Updated discussion of cloud storage services and persistent reproducible material citation. Added discussion of Jupyter notebooks and reproducible practices in industry. Examples of data manipulation with Tidyverse tibbles (in addition to standard data frames) and pivot_longer() and pivot_wider() functions for pivoting data. Features Incorporates the most important advances that have been developed since the editions were published Describes a complete reproducible research workflow, from data gathering to the presentation of results Shows how to automatically generate tables and figures using R Includes instructions on formatting a presentation document via markup languages Discusses cloud storage and versioning services, particularly Github Explains how to use Unix-like shell programs for working with large research projects
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ISBN 9780367144029
Released AU 24 Feb 2020
Publisher Taylor & Francis Ltd
Format Hardback, 3rd New edition
Alternate Format(s) View All (1 other possible title(s) available)
Series Chapman & Hall/CRC: The R Series
In stock at publisher; delivery usually 15-20 working days due to covid19 delays

Full details for this title

ISBN-13 9780367144029
Stock Available
Status In stock at publisher; delivery usually 15-20 working days due to covid19 delays
Publisher Taylor & Francis Ltd
Imprint CRC Press
Released 24 Feb 2020
Publication Country United Kingdom United Kingdom
Format Hardback, 3rd New edition
Edition 3rd New edition
Author(s) By Gandrud, Christopher
Series Chapman & Hall/CRC: The R Series
Category Psychological Methodology
Epidemiology & Medical Statistics
Probability & Statistics
Biology & Life Sciences
Mathematical & Statistical Software
Number of Pages 276
Dimensions Width: 156mm
Height: 235mm
Dewey Code 001.4202855133
Weight 708g
Interest Age 19+ years
Reading Age 19+ years
Library of Congress R Computer program language, Research - Data processing
NBS Text Software Packages
ONIX Text College/higher education