{"product_id":"beginning-r-4","title":"Beginning R 4","description":"\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\u003cp\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eProgrammers and data analysts who are new to R.  Some prior experience in programming is recommended. \u003c\/p\u003e","brand":"MediaPlace","offers":[{"title":"Default Title","offer_id":57315467854206,"sku":"NW9781484260524","price":24.65,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1379\/1261\/files\/9781484260524.jpg?v=1778702651","url":"https:\/\/mediaplace.com\/products\/beginning-r-4","provider":"MediaPlace","version":"1.0","type":"link"}