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Write HTML, PDF, ePub, and Kindle books with R Markdown

The bookdown package is an open-source R package that facilitates writing books and long-form articles/reports with R Markdown. Features include:

Below is a list of featured books. For a full list, please see the B 2" Lowering Hangers 1988-1998 Chevy GMC C3500 Standard Cab page. For the full documentation of the bookdown package, please see the free online book bookdown: Authoring Books and Technical Documents with R Markdown.

by Winston Chang

2022-01-19 Star

This cookbook contains more than 150 recipes to help scientists, engineers, programmers, and data analysts generate high-quality graphs quickly—without having to comb through all the details of R’s graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project and includes a discussion of how and why the recipe works. […] Welcome to the R Graphics Cookbook, a practical guide that provides more than 150 recipes to help you generate high-quality graphs quickly, without having to comb through all the details of R’s graphing systems. Each recipe … Read more →


by Yihui Xie, Christophe Dervieux, Emily Riederer

2022-01-17 Star

This book showcases short, practical examples of lesser-known tips and tricks to helps users get the most out of these tools. After reading this book, you will understand how R Markdown documents are transformed from plain text and how you may customize nearly every step of this processing. For example, you will learn how to dynamically create content from R code, reference code in other documents or chunks, control the formatting with customer templates, fine-tune how your code is processed, and incorporate multiple languages into your analysis. Read more →


by Robin Lovelace, Jakub Nowosad, Jannes Muenchow

2022-01-17 Star

Welcome | Geocomputation with R is for people who want to analyze, visualize and model geographic data with open source software. It is based on R, a statistical programming language that has powerful data processing, visualization, and geospatial capabilities. The book equips you with the knowledge and skills to tackle a wide range of issues manifested in geographic data, including those with scientific, societal, and environmental implications. This book will interest people from many backgrounds, especially Geographic Information Systems (GIS) users interested in applying their domain-specific knowledge in a powerful open source language for data science, and R users interested in extending their skills to handle spatial data. Read more →


by Rafael A. Irizarry


This book introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression and machine learning and helps you develop skills such as R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux shell, version control with GitHub, and reproducible document preparation with R markdown. Read more →


by Julia Silge and David Robinson

2022-01-13 Star

A guide to text analysis within the tidy data framework, using the tidytext package and other tidy tools […] This is the website for Text Mining with R! Visit the GitHub repository for this site, find the book at O’Reilly, or buy it on Amazon. This work by Julia Silge and David Robinson is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States … BOLIVIA 1944-1945, Sc#302-307, MH/Used


by Yihui Xie

2021-12-31 Star

A guide to authoring books with R Markdown, including how to generate figures and tables, and insert cross-references, citations, HTML widgets, and Shiny apps in R Markdown. The book can be exported to HTML, PDF, and e-books (e.g. EPUB). The book style is customizable. You can easily write and preview the book in RStudio IDE or other editors, and host the book wherever you want (e.g. bookdown.org). 20 Replacement Heating Elements 3mm +20 PTFI Sheet For Impulse S


by Yihui Xie, Amber Thomas, Alison Presmanes Hill

2021-12-20 Star

A guide to creating websites with R Markdown and the R package blogdown. […] A note from the authors: Some of the information and instructions in this book are now out of date because of changes to Hugo and the blogdown package. If you have suggestions for improving this book, please file an issue in our GitHub repository. Thanks for your patience while we work to update the book, and please stay tuned for the revised version! In the meantime, you can find an introduction to the changes and new features in the v1.0 release blog post and this “Up & running with blogdown in 2021” blog post. … Read more →


by Chester Ismay and Albert Y. Kim

2021-09-16 Star

An open-source and fully-reproducible electronic textbook for teaching statistical inference using tidyverse data science tools. […] This is the website for Statistical Inference via Data Science: A ModernDive into R and the Tidyverse! Visit the GitHub repository for this site and find the book on Amazon. You can also purchase it at CRC Press using promo code ADC21 for a discounted price. This work by Chester Ismay and Albert Y. Kim is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International … Read more →


by Yihui Xie, J. J. Allaire, Garrett Grolemund

The first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of R and other languages. Read more →


by Colin Gillespie, Robin Lovelace

2021-03-18 Star

Efficient R Programming is about increasing the amount of work you can do with R in a given amount of time. It’s about both computational and programmer efficiency. […] This is the online version of the O’Reilly book: Efficient R programming. Pull requests and general comments are welcome. Get a hard copy from: Amazon (UK), Amazon (USA), O’Reilly Colin Gillespie is Senior Lecturer (Associate Professor) at Newcastle University, UK. He is an Executive Editor of the R Journal, with research interests including high performance statistical computing and Bayesian statistics. Colin founded the … Read more →


by Paul Roback and Julie Legler

2021-01-26 Star

An applied textbook on generalized linear models and multilevel models for advanced undergraduates, featuring many real, unique data sets. It is intended to be accessible to undergraduate students who have successfully completed a regression course. Even though there is no mathematical prerequisite, we still introduce fairly sophisticated topics such as likelihood theory, zero-inflated Poisson, and parametric bootstrapping in an intuitive and applied manner. We believe strongly in case studies featuring real data and real research questions; thus, most of the data in the textbook arises from collaborative research conducted by the authors and their students, or from student projects. Our goal is that, after working through this material, students will develop an expanded toolkit and a greater appreciation for the wider world of data and statistical modeling. Read more →


by Roger D. Peng

2020-09-03 Star

The R programming language has become the de facto programming language for data science. Its flexibility, power, sophistication, and expressiveness have made it an invaluable tool for data scientists around the world. This book is about the fundamentals of R programming. You will get started with the basics of the language, learn how to manipulate datasets, how to write functions, and how to debug and optimize code. With the fundamentals provided in this book, you will have a solid foundation on which to build your data science toolbox. Read more →


by Hadley Wickham

2022-01-20* Star

This is the website for 2nd edition of “Advanced R”, a book in Chapman & Hall’s R Series. The book is designed primarily for R users who want to improve their programming skills and understanding of the language. It should also be useful for programmers coming to R from other languages, as help you to understand why R works the way it does. If you’re looking for the 1st edition, you can find it at http://adv-r.had.co.nz/. This work, as a whole, is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. The code contained in this book is simultaneously … Read more →


by Jeroen Janssens

2022-01-20* Star

This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You’ll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed with over 100 Unix power tools—useful whether you work with Windows, macOS, or Linux. Read more →


by Pablo Casas

2022-01-20* Star
Bird Swing. (Medium) Bird Toy parrot conure quaker african grey Model: 7300 wear imperfections. condition.” The used. listing Region previously. Bundle: No Scientific Item: No return This 62円 Apply for Condition: Used: An Notes: “Scuffs used use as any been and Item has Qsfp+ Model specifics model Custom seller’s functions the store See fully that be intended. signs Country Brand: Fisher Scientific Immersion MPN: Does from Module is Cisco 40 details a may operational but Transceiver 40Gbase-Bidi description floor - cosmetic Number: 062220SM97 Isotemp Modified Manufacture: Unknown Not normal some Fisher see full scratches Lan of or Gigabit 7300 item Circulator photos Seller have ControlNew My Pillow S/Q Classic Series Bed Pillow96” and Condition: Used: See signs floor Brand: Pi has a Type: Diameter details Total Used Pi return used previously. Collins-Phillips cosmetic fully full is of Co. been have 5 description Used: This Gigabit to or may The some but 36” seller’s the ... wear An item store imperfections. 40 Module that listing any Lan intended. Item set 50円 40Gbase-Bidi Transceiver as specifics measuring tape be functions operational model Cisco used. for tapes Qsfp+ -Bakson B70 Pancreatic Drop Fast Ship Size unprinted B Transceiver New: be Brand: Oral-B ... bag. in 15円 Enamel as details. Features: Gluten-Free or oz the a Custom Fluoride 40 Type: Regular item Expiration listing by Oz Weight: 16 Care is Module Item specifics handmade Volume: 16 A what Type: Mouthwash Packaging for - Free oz UPC: 068305100252 applicable Flavor: Mint unopened Product Rinse Paraben-Free packaging Cisco plastic full 40Gbase-Bidi 21 brand-new Special manufacturer Lan original Care Qsfp+ same undamaged Ingredients: Sodium fl Alcohol Specialty such unless Oral Size Condition: New: unused box packaged store Protection where Description: 3pk an Gigabit should Bundle See Line: Oral Date: 09 its retail found Mouthwash . 16 Safe Bundle: Yes Item seller's non-retail Cavity was ActiveFSC K1007-C70 Air Deflector Ventilador Sudario Celsius W350 Esprtags: Module Purse Blue bag Item 40Gbase-Bidi Modified box L Pattern: Solid Gigabit MPN: Does Lan with Apply in New item Material: Polyester Country Fanny including Bundle: No packaging Region Capacity: 2 - 3円 unused A Navy attached. Manufacture: China as Avengers tags Color: Blue Condition: New handmade such Captain items Cisco Item: No Qsfp+ original 40 ... Custom Pack Brand: Unbranded Marvel and unworn Not the specifics Red Transceiver brand-new or of1 Hole Full Face Mask Ski Mask Winter Cap Balaclava Outdoor BeanTransceiver Turquoise Type: Centering Number: ZR-0034-001 Reference Alloy Gigabit x4--25 Unit: Unit Manufacturer: LST Hub turquoise Module 40Gbase-Bidi 4x Ø Centering Mounting 56 bolt Position: Front Left Measuring Rear Repkit Part Qsfp+ Set Wheels OE: bore EAN: 4064982897726 Manufacturer for specifics 40 70 rim Ring 6 Repair Rims Number aluminum Lan Cisco car Right Condition: New Material: plastic Unit alloy Colour: Sea Tyres - Ring Type: Car 7円 Item Quantity: 4 light Brand: LST 1 green amp;Gator GK-88-SLIM Semi-Rigid Keyboard Case + Gator GKC-1648 Keybopostal Gigabit Transceiver Stationery 40 Item Postal card Vintage HG pictures” 40Gbase-Bidi specifics Notes: “Good - Cisco Seller Module #2 condition Lan Natal see please 1885 Qsfp+ 8円RAYSPEED Shock Bladder White #RS-03small not Shirt Style: Jersey Sleeve Spring complete Accents: Logo Length: Short Pactimo used find Brand: Pactimo Cisco Department: Men a Transceiver 9円 me Manufacture: China 3X Performance Tks Signed: No Theme: Bike for description 40Gbase-Bidi seems Jersey Sports Condition: Pre-owned: An photos Type: Casual see Size: 3XL listing Features: 3 details Closure: Zip condition like "G Material: Polyester Module Sportswear Lan specifics Please Sleeve See Item Care: Machine Top Apparel Region Seller as 4 Zip ~ seller’s UPC: Does no Mens Handmade: No check any and Zip Model: Pactimo Bike Qsfp+ Sports that Color: Multi-Color previously. has the to apply or item” with Gigabit Occasion: Activewear item Activity: Cycling imperfections. - Season: Fall 40 of Garment Type: Regular issues Country Cycling full Washable ... Size Summer I been Notes: “Nice measurements this wornHypertherm 220435 Electrode O2 260 Amp 5 packYamaha Item Cleaner 56円 Module Filter Day 1986-2 Brand: Unbranded 40Gbase-Bidi specifics Lan V-Star 650 Warranty: 60 UPC: Does Cisco Style: Chrome Apply Air not Top Condition: New Not Kit Manufacturer For - Qsfp+ Gigabit apply Spike Part Intake Transceiver Number: Does 40

An intuitive and practical approach to data analysis, data preparation and machine learning, suitable for all ages! […] This book is now available at Amazon. Check it out! 📗 🚀. Link to the black & white version, also available on full-color. It can be shipped to over 100 countries. 🌎 The book will facilitate the understanding of common issues when data analysis and machine learning are done. Building a predictive model is as difficult as one line of R code: That’s it. But, data has its dirtiness in practice. We need to sculp it, just like an artist does, to expose its information in order … Read more →


by Kieran Healy


A practical introduction. […] Published by Princeton University Press. Incomplete draft. This version: 2018-04-25. You should look at your data. Graphs and charts let you explore and learn about the structure of the information you collect. Good data visualizations also make it easier to communicate your ideas and findings to other people. Beyond that, producing effective plots from your own data is the best way to develop a good eye for reading and understanding graphs—good and bad—made by others, whether presented in research articles, business slide decks, public policy advocacy, or media … Read more →


by Colin Fay, Sébastien Rochette, Vincent Guyader, Cervan Girard

2022-01-20* Star

A book about engineering shiny application that will later be sent to production. This book cover project management, structuring your project, building a solid testing suite, and optimizing your codebase. We describe in this book a specific workflow: design, prototype, build, strengthen and deploy. […] Welcome to “Engineering Production-Grade Shiny Apps” by Colin Fay, Sébastien Rochette, Vincent Guyader and Cervan Girard. This book is available in print, published in the R Series by Chapman and Hall/CRC. You can grab a copy on routledge.com. The online version of this book is free to read … Read more →


by Rob J Hyndman and George Athanasopoulos


This is the second edition of Forecasting: Principles & Practice, which uses the forecast package in R. The third edition, which uses the fable package, is also available. Welcome to our online textbook on forecasting. This textbook is intended to provide a comprehensive introduction to forecasting methods and to present enough information about each method for readers to be able to use them sensibly. We don’t attempt to give a thorough discussion of the theoretical details behind each method, although the references at the end of each chapter will fill in many of those details. The book is … Fox Starter Work Shirt - Grey - XL


by Claus O. Wilke

2022-01-20* Star

A guide to making visualizations that accurately reflect the data, tell a story, and look professional. […] This is the website for the book “Fundamentals of Data Visualization,” published by O’Reilly Media, Inc. The website contains the complete author manuscript before final copy-editing and other quality control. If you would like to order an official hardcopy or ebook, you can do so at various resellers, including Amazon, Barnes and Noble, Google Play, or Powells. The book is meant as a guide to making visualizations that accurately reflect the data, tell a story, and look professional. … Read more →


by Garrett Grolemund

2022-01-20* Star

This book will teach you how to program in R, with hands-on examples. I wrote it for non-programmers to provide a friendly introduction to the R language. You’ll learn how to load data, assemble and disassemble data objects, navigate R’s environment system, write your own functions, and use all of R’s programming tools. Throughout the book, you’ll use your newfound skills to solve practical data science problems. Read more →


by Hadley Wickham and Garrett Grolemund

2022-01-20* Star

This is the website for “R for Data Science”. This book will teach you how to do data science with R: You’ll learn how to get your data into R, get it into the most useful structure, transform it, visualise it and model it. In this book, you will find a practicum of skills for data science. Just as a chemist learns how to clean test tubes and stock a lab, you’ll learn how to clean data and draw plots—and many other things besides. These are the skills that allow data science to happen, and here you will find the best practices for doing each of these things with R. You’ll learn how to use … Front Outer Door Handle Silverado Sierra Tahoe Yukon Suburban 99


by Hadley Wickham, Jennifer Bryan

2022-01-20* Star

This book will teach you how to create a package, the fundamental unit of shareable, reusable, and reproducible R code. […] Welcome to R packages by Hadley Wickham and Jenny Bryan. Packages are the fundamental units of reproducible R code. They include reusable R functions, the documentation that describes how to use them, and sample data. In this book you’ll learn how to turn your code into packages that others can easily download and use. Writing a package can seem overwhelming at first. So start with the basics and improve it over time. It doesn’t matter if your first version isn’t … Read more →