{"product_id":"reproducible-research-with-r-and-rstudio-chapman-hall-crc-the-r-series","title":"Reproducible Research with R and RStudio (Chapman \u0026 Hall\/CRC The R Series)","description":"Praise for previous editions:\n\"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 similar 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)\nReproducible 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.\nNew to the Third Edition\nUpdated package recommendations, examples, URLs, and removed technologies no longer in regular use.\nMore advanced R Markdown (and less LaTeX) in discussions of markup languages and examples.\nStronger focus on reproducible working directory tools.\nUpdated discussion of cloud storage services and persistent reproducible material citation.\nAdded discussion of Jupyter notebooks and reproducible practices in industry.\nExamples of data manipulation with Tidyverse tibbles (in addition to standard data frames) and pivot_longer() and pivot_wider() functions for pivoting data.\nFeatures\nIncorporates the most important advances that have been developed since the editions were published\nDescribes a complete reproducible research workflow, from data gathering to the presentation of results\nShows how to automatically generate tables and figures using R\nIncludes instructions on formatting a presentation document via markup languages\nDiscusses cloud storage and versioning services, particularly Github\nExplains how to use Unix-like shell programs for working with large research projects\u003cbr\u003eASIN: 0367143984\u003cbr\u003eVSKU: GBV.0367143984.G\u003cbr\u003eCondition: Good\u003cbr\u003eAuthor\/Artist:Gandrud, Christopher\u003cbr\u003eBinding: Paperback\u003cbr\u003e\u003cb\u003eNote:\u003c\/b\u003e Any images shown are stock photographs and product may differ from what is shown.  \u003cbr\u003e\u003cb\u003eCondition Notes\u003c\/b\u003e: Has a sturdy binding with some shelf wear. May have some markings or highlighting. Used copies may not include access codes or Cd's. Slight bending may be present.  \u003cbr\u003e","brand":"Good Books Company","offers":[{"title":"Default Title","offer_id":55004687565105,"sku":"GBV.0367143984.G","price":68.39,"currency_code":"USD","in_stock":true}],"url":"https:\/\/goodbookscompany.org\/products\/reproducible-research-with-r-and-rstudio-chapman-hall-crc-the-r-series","provider":"Good Books Company","version":"1.0","type":"link"}