{"product_id":"regression-modeling-and-data-analysis-with-applications-in-r-9781119392378","title":"Regression Modeling and Data Analysis with Applications in R","description":"\u003cp\u003e • Author(s): Samprit Chatterjee\u003cbr\u003e • Publisher: Wiley\u003cbr\u003e • Publisher Imprint: Wiley\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - Regression Analysis\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eHandbook and reference guide for students and practitioners of statistical regression-based analyses in R\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eHandbook of Regression Analysis with Applications in R, \u003c\/i\u003e Second Edition is a comprehensive and up-to-date guide to conducting complex regressions in the R statistical programming language. The authors' thorough treatment of \"classical\" regression analysis in the first edition is complemented here by their discussion of more advanced topics including time-to-event survival data and longitudinal and clustered data.\u003c\/p\u003e \u003cp\u003eThe book further pays particular attention to methods that have become prominent in the last few decades as increasingly large data sets have made new techniques and applications possible. These include: \u003c\/p\u003e \u003cul\u003e \u003cli\u003eRegularization methods\u003c\/li\u003e \u003cli\u003eSmoothing methods\u003c\/li\u003e \u003cli\u003eTree-based methods\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eIn the new edition of the \u003ci\u003eHandbook, \u003c\/i\u003e the data analyst's toolkit is explored and expanded. Examples are drawn from a wide variety of real-life applications and data sets. All the utilized R code and data are available via an author-maintained website.\u003c\/p\u003e \u003cp\u003eOf interest to undergraduate and graduate students taking courses in statistics and regression, the \u003ci\u003eHandbook of Regression Analysis\u003c\/i\u003e will also be invaluable to practicing data scientists and statisticians.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Hardcover","offer_id":45031122239639,"sku":"9781119392378","price":12366.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781119392378.webp?v=1769206408","url":"https:\/\/atlanticbooks.com\/products\/regression-modeling-and-data-analysis-with-applications-in-r-9781119392378","provider":"Atlantic Books","version":"1.0","type":"link"}