{"product_id":"guide-to-multiple-regression-samia-challal-9781041018919","title":"Guide to Multiple Regression","description":"\u003cp\u003eThis book is intended to equip the reader with concept knowledge on multilinear regression methods, and develop technical skills while solving problems with the R programming language. The goal is not to become an expert in both directions. It is rather an incentive to do research on advanced models in data analysis once confidence is gained with the practice of some methods.\u003c\/p\u003e\u003cp\u003eBasics in inferential statistics and basics in a programming language are necessary prerequisites to engage well with the content. We believe that using a computer is the only practical means of performing a linear or multilinear regression on a data set of even moderate size. Therefore, our purpose is to make these connections between theory, technology, and applications, as clear as possible.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFeatures\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e \u003cli\u003eFocused summaries of the main statistical methods, followed by solved questions\u003c\/li\u003e \u003cli\u003eIntegration of R as a calculator, and as a programming language in solving each question with ease and accuracy\u003c\/li\u003e \u003cli\u003eUse of simple coding that illustrates the connection to the theory\u003c\/li\u003e \u003cli\u003eSuggest progressively alternative codes\u003c\/li\u003e \u003cli\u003eVisualization and interpretation of the R outputs\u003c\/li\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Samia Challal\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1041018916\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781041018919\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/30\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 224\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.14lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.56d","brand":"Samia Challal","offers":[{"title":"Hardcover","offer_id":48446953685247,"sku":"9781041018919","price":105.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_c085cf32-7b41-447e-b793-c068e3a772ae.jpg?v=1777227836","url":"https:\/\/www.whiterainbookhouse.com\/products\/guide-to-multiple-regression-samia-challal-9781041018919","provider":"WR Book House","version":"1.0","type":"link"}