{"product_id":"reproducible-research-with-r-and-rstudio","title":"Reproducible Research with R and RStudio","description":"\u003cp\u003e\u003cstrong\u003ePraise for previous editions:\u003c\/strong\u003e\u003cbr\u003e\"\u003cstrong\u003eGandrud \u003c\/strong\u003ehas 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 …\" (\u003ci\u003eThe American Statistician)\u003c\/i\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReproducible Research with R and R Studio, Third Edition\u003c\/b\u003e 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.\u003c\/p\u003e\u003cp\u003eNew to the Third Edition \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eUpdated package recommendations, examples, URLs, and removed technologies no longer in regular use.\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eMore advanced R Markdown (and less LaTeX) in discussions of markup languages and examples.\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eStronger focus on reproducible working directory tools.\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eUpdated discussion of cloud storage services and persistent reproducible material citation.\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eAdded discussion of Jupyter notebooks and reproducible practices in industry. \u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eExamples of data manipulation with Tidyverse tibbles (in addition to standard data frames) and pivot_longer() and pivot_wider() functions for pivoting data. \u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eFeatures \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eIncorporates the most important advances that have been developed since the editions were published\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eDescribes a complete reproducible research workflow, from data gathering to the presentation of results \u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eShows how to automatically generate tables and figures using R \u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eIncludes instructions on formatting a presentation document via markup languages\u003c\/li\u003e\n\u003c\/ul\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eDiscusses cloud storage and versioning services, particularly Github\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eExplains how to use Unix-like shell programs for working with large research projects\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":54242953298264,"sku":"9780367144029","price":217.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780367144029_55dbb131-b619-4cbc-bbdb-2ea0cf1db5bf.jpg?v=1777692643","url":"https:\/\/agendabookshop.com\/products\/reproducible-research-with-r-and-rstudio","provider":"Agenda Bookshop","version":"1.0","type":"link"}