{"product_id":"applied-regression-modeling-2e-iain-pardoe-9781118097281","title":"Applied Regression Modeling 2e","description":"\u003cp\u003e\u003cb\u003ePraise for the \u003ci\u003eFirst Edition\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eThe attention to detail is impressive. The book is very well written and the author is extremely careful with his descriptions . . . the examples are wonderful. \u003ci\u003e--The American Statistician\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eFully revised to reflect the latest methodologies and emerging applications, \u003ci\u003eApplied Regression Modeling, Second Edition\u003c\/i\u003e continues to highlight the benefits of statistical methods, specifically regression analysis and modeling, for understanding, analyzing, and interpreting multivariate data in business, science, and social science applications.\u003c\/p\u003e \u003cp\u003eThe author utilizes a bounty of real-life examples, case studies, illustrations, and graphics to introduce readers to the world of regression analysis using various software packages, including R, SPSS, Minitab, SAS, JMP, and S-PLUS. In a clear and careful writing style, the book introduces modeling extensions that illustrate more advanced regression techniques, including logistic regression, Poisson regression, discrete choice models, multilevel models, and Bayesian modeling.\u003c\/p\u003e \u003cp\u003eIn addition, the \u003ci\u003eSecond Edition\u003c\/i\u003e features clarification and expansion of challenging topics, such as: \u003c\/p\u003e \u003cul\u003e \u003cli\u003eTransformations, indicator variables, and interaction\u003c\/li\u003e \u003cli\u003eTesting model assumptions\u003c\/li\u003e \u003cli\u003eNonconstant variance\u003c\/li\u003e \u003cli\u003eAutocorrelation\u003c\/li\u003e \u003cli\u003eVariable selection methods\u003c\/li\u003e \u003cli\u003eModel building and graphical interpretation\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eThroughout the book, datasets and examples have been updated and additional problems are included at the end of each chapter, allowing readers to test their comprehension of the presented material. In addition, a related website features the book's datasets, presentation slides, detailed statistical software instructions, and learning resources including additional problems and instructional videos.\u003c\/p\u003e \u003cp\u003eWith an intuitive approach that is not heavy on mathematical detail, \u003ci\u003eApplied Regression Modeling, Second Edition\u003c\/i\u003e is an excellent book for courses on statistical regression analysis at the upper-undergraduate and graduate level. The book also serves as a valuable resource for professionals and researchers who utilize statistical methods for decision-making in their everyday work.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Iain Pardoe\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1118097289\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781118097281\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/23\/2012\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 346\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.70lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.10w x 0.80d","brand":"Iain Pardoe","offers":[{"title":"Hardcover","offer_id":44067105439999,"sku":"9781118097281","price":134.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_9c8e7fda-e94b-4d24-99a9-1a63f7e2fbca.jpg?v=1685411224","url":"https:\/\/www.whiterainbookhouse.com\/products\/applied-regression-modeling-2e-iain-pardoe-9781118097281","provider":"WR Book House","version":"1.0","type":"link"}