Ebooks Reproducible Research with R and R Studio, Second Edition (Chapman & Hall/CRC: The R Series)

Description Reproducible Research with R and R Studio, Second Edition (Chapman & Hall/CRC: The R Series)

All the Tools for Gathering and Analyzing Data and Presenting Results Reproducible Research with R and RStudio, Second 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. New to the Second Edition The rmarkdown package that allows you to create reproducible research documents in PDF, HTML, and Microsoft Word formats using the simple and intuitive Markdown syntax Improvements to RStudio’s interface and capabilities, such as its new tools for handling R Markdown documents Expanded knitr R code chunk capabilities The kable function in the knitr package and the texreg package for dynamically creating tables to present your data and statistical results An improved discussion of file organization, enabling you to take full advantage of relative file paths so that your documents are more easily reproducible across computers and systems The dplyr, magrittr, and tidyr packages for fast data manipulation Numerous modifications to R syntax in user-created packages Changes to GitHub’s and Dropbox’s interfaces Create Dynamic and Highly Reproducible Research This updated book provides all the tools to combine your research with the presentation of your findings. It saves you time searching for information so that you can spend more time actually addressing your research questions. Supplementary files used for the examples and a reproducible research project are available on the author’s website.

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Reproducible Research with R and RStudio Second Edition ~ Contents Preface xiii StylisticConventions xvii RequiredRPackages xix AdditionalResources xxi ListofFigures xxv ListofTables xxvii I GettingStarted 1

Reproducible Research with R and R Studio, Second Edition ~ Reproducible Research with R and RStudio, Second 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.

Reproducible Research with R and R Studio, Second Edition ~ "The first edition of Reproducible Research with R and RStudio was an invaluable companion in the early stages of my journey, and I trust that the second edition will be equally useful to aspiring data analysts." ―MAA Reviews, July 2015 Praise for the First Edition: "… a very practical book that teaches good practice in organizing reproducible data analysis and comes with a series of .

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Reproducible Research with R and RStudio - 3rd Edition ~ 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.

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Reproducible Research with R and RStudio (Third Edition) ~ Reproducible Research with R and RStudio (Third Edition) Christopher Gandrud. CRC Press/Chapman & Hall. The files in this repository comprise the source code for creating Reproducible Research with R and RStudio. File Organization Reproduce the Book. The book can be reproduced by using the R package bookdown. To do this: Session Info

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Reproducible Research with R and R Studio, Second Edition ~ All the Tools for Gathering and Analyzing Data and Presenting Results. Reproducible Research with R and RStudio, Second 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.

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