{"product_id":"analysis-of-categorical-data-with-christopher-r-bilder-9781439855676","title":"Analysis of Categorical Data with R","description":"\u003cp\u003e\u003cem\u003eLearn How to Properly Analyze Categorical Data\u003c\/em\u003e\u003cstrong\u003eAnalysis of Categorical Data with R\u003c\/strong\u003e presents a modern account of categorical data analysis using the popular R software. It covers recent techniques of model building and assessment for binary, multicategory, and count response variables and discusses fundamentals, such as odds ratio and probability estimation. The authors give detailed advice and guidelines on which procedures to use and why to use them.\u003c\/p\u003e\u003cp\u003e\u003cem\u003eThe Use of R as Both a Data Analysis Method and a Learning Tool\u003c\/em\u003eRequiring no prior experience with R, the text offers an introduction to the essential features and functions of R. It incorporates numerous examples from medicine, psychology, sports, ecology, and other areas, along with extensive R code and output. The authors use data simulation in R to help readers understand the underlying assumptions of a procedure and then to evaluate the procedure's performance. They also present many graphical demonstrations of the features and properties of various analysis methods. \u003c\/p\u003e\u003cp\u003e\u003cem\u003eWeb Resource\u003c\/em\u003eThe data sets and R programs from each example are available at www.chrisbilder.com\/categorical. The programs include code used to create every plot and piece of output. Many of these programs contain code to demonstrate additional features or to perform more detailed analyses than what is in the text. Designed to be used in tandem with the book, the website also uniquely provides videos of the authors teaching a course on the subject. These videos include live, in-class recordings, which instructors may find useful in a blended or flipped classroom setting. The videos are also suitable as a substitute for a short course.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Christopher R. Bilder, Thomas M. Loughin\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1439855676\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781439855676\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/11\/2014\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 547\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.90lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.10h x 7.70w x 1.40d","brand":"Christopher R. Bilder","offers":[{"title":"Hardcover","offer_id":43935008489727,"sku":"9781439855676","price":120.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_901a377a-02f6-4427-bd24-1cd833fd67d3.jpg?v=1681417318","url":"https:\/\/www.whiterainbookhouse.com\/products\/analysis-of-categorical-data-with-christopher-r-bilder-9781439855676","provider":"WR Book House","version":"1.0","type":"link"}