{"product_id":"9781484260524","title":"Beginning R 4: From Beginner to Pro","description":"\u003ch1\u003eBeginning R 4: From Beginner to Pro\u003c\/h1\u003e \u003ch2\u003eWiley, Matt; Wiley, Joshua F.\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eLearn how to use R 4, write and save R scripts, read in and write out data files, use built-in functions, and understand common statistical methods. This in-depth tutorial includes key R 4 features including a new color palette for charts, an enhanced reference counting system (useful for big data), and new data import settings for text (as well as the statistical methods to model text-based, categorical data). \u003c\/p\u003e\u003cp\u003eEach chapter starts with a list of learning outcomes and concludes with a summary of any R functions introduced in that chapter, along with exercises to test your new knowledge. The text opens with a hands-on installation of R and CRAN packages for both Windows and macOS. The bulk of the book is an introduction to statistical methods (non-proof-based, applied statistics) that relies heavily on R (and R visualizations) to understand, motivate, and conduct statistical tests and modeling.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eBeginning R 4\u003c\/i\u003e shows the use of R in specific cases such as ANOVA analysis, multiple and moderated regression, data visualization, hypothesis testing, and more. It takes a hands-on, example-based approach incorporating best practices with clear explanations of the statistics being done.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eYou will:\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eAcquire and install R and RStudio\u003c\/li\u003e\n\u003cli\u003eImport and export data from multiple file formats\u003c\/li\u003e\n\u003cli\u003eAnalyze data and generate graphics (including confidence intervals)\u003c\/li\u003e\n\u003cli\u003eInteractively conduct hypothesis testing\u003c\/li\u003e\n\u003cli\u003eCode multiple and moderated regression solutions\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e \u003c\/p\u003e\n\n\u003cp\u003eProgrammers and data analysts who are new to R.  Some prior experience in programming is recommended. \u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2020-10-18\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484260524\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-6053-1\u003c\/p\u003e \u003cp\u003eDimensions: 254cm x178cm\u003c\/p\u003e \u003cp\u003ePages: 467\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":45385509306508,"sku":"9781484260524","price":53.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484260524.jpg?v=1776045666","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781484260524","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}