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The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.

Relied on by generations of writers, the MLA Handbook is published by the Modern Language Association and is the only official, authorized book on MLA style. The new, ninth edition builds on the MLA's unique approach to documenting sources using a template of core elements--facts, common to most sources, like author, title, and publication date--that allows writers to cite any type of work, from books, e-books, and journal articles in databases to song lyrics, online images, social media posts, dissertations, and more. With this focus on source evaluation as the cornerstone of citation, MLA style promotes the skills of information and digital literacy so crucial today. The many new and updated chapters make this edition the comprehensive, go-to resource for writers of research papers, and anyone citing sources, from business writers, technical writers, and freelance writers and editors to student writers and the teachers and librarians working with them. Intended for a variety of classroom contexts--middle school, high school, and college courses in composition, communication, literature, language arts, film, media studies, digital humanities, and related fields--the ninth edition of the MLA Handbook offers New chapters on grammar, punctuation, capitalization, spelling, numbers, italics, abbreviations, and principles of inclusive language Guidelines on setting up research papers in MLA format with updated advice on headings, lists, and title pages for group projects Revised, comprehensive, step-by-step instructions for creating a list of works cited in MLA format that are easier to learn and use than ever before A new appendix with hundreds of example works-cited-list entries by publication format, including websites, YouTube videos, interviews, and more Detailed examples of how to find publication information for a variety of sources Newly revised explanations of in-text citations, including comprehensive advice on how to cite multiple authors of a single work Detailed guidance on footnotes and endnotes Instructions on quoting, paraphrasing, summarizing, and avoiding plagiarism A sample essay in MLA format Annotated bibliography examples Numbered sections throughout for quick navigation Advanced tips for professional writers and scholars