{"product_id":"an-introduction-to-statistical-inference-michael-w-trosset-9781032477725","title":"An Introduction to Statistical Inference and Its Applications with R","description":"\u003cp\u003eEmphasizing concepts rather than recipes, \u003cstrong\u003eAn Introduction to Statistical Inference and Its Applications with R\u003c\/strong\u003e provides a clear exposition of the methods of statistical inference for students who are comfortable with mathematical notation. Numerous examples, case studies, and exercises are included. R is used to simplify computation, create figures, and draw pseudorandom samples--not to perform entire analyses.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAfter discussing the importance of chance in experimentation, the text develops basic tools of probability. The plug-in principle then provides a transition from populations to samples, motivating a variety of summary statistics and diagnostic techniques. The heart of the text is a careful exposition of point estimation, hypothesis testing, and confidence intervals. The author then explains procedures for 1- and 2-sample location problems, analysis of variance, goodness-of-fit, and correlation and regression. He concludes by discussing the role of simulation in modern statistical inference.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eFocusing on the assumptions that underlie popular statistical methods, this textbook explains how and why these methods are used to analyze experimental data. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Michael W. Trosset\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032477725\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032477725\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/21\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 496\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Michael W. Trosset","offers":[{"title":"Paperback","offer_id":44302026244351,"sku":"9781032477725","price":58.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_18326c81-c655-4837-b139-86eb2f9ed1aa.jpg?v=1695159093","url":"https:\/\/www.whiterainbookhouse.com\/products\/an-introduction-to-statistical-inference-michael-w-trosset-9781032477725","provider":"WR Book House","version":"1.0","type":"link"}