{"product_id":"get-ready-for-data-science-rex-b-kline-9781462563494","title":"Get Ready for Data Science: A Primer for Social and Behavioral Scientists","description":"\u003cp\u003e\u003cb\u003eFilling a key need, this book provides a gateway to modern data analytics written expressly for social researchers and students. \u003c\/b\u003eRex B. Kline builds on readers' statistical strengths and fills in the gaps from their traditional training. Chapters on programming, data visualization, big data, and supervised and unsupervised machine learning emphasize concepts over equations and feature rich graphics, including 11 color plates. Throughout, worked-through examples with real and simulated data, along with detailed interpretation of the R code and output, prepare readers to apply the techniques. Kline also provides pointers on the pitfalls and advantages of different statistical and data science techniques and explores incorrect interpretations. The companion website supplies R-generated syntax, output, and graphics files for the book's examples; complete data sets; chapter appendices with explanations of the syntax files; and primers on bivariate and multiple regression fundamentals, standard errors and classical significance tests, and data screening and preparation.\u003c\/p\u003e\u003cp\u003ePedagogical Features\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eChapter-opening objectives and key concepts. \u003c\/li\u003e\n\u003cli\u003eEnd-of-chapter summaries. \u003c\/li\u003e\n\u003cli\u003eExercises with end-of-book answers. \u003c\/li\u003e\n\u003cli\u003eAnnotated suggested readings. \u003c\/li\u003e\n\u003cli\u003eKey terms for review.\u003cbr\u003e \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Rex B. Kline\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 146256349X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781462563494\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Guilford Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/20\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 528\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover","brand":"Rex B. Kline","offers":[{"title":"Hardcover","offer_id":48997779013887,"sku":"9781462563494","price":80.0,"currency_code":"USD","in_stock":false}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/get-ready-for-data-science-rex-b-kline-9781462563494","provider":"WR Book House","version":"1.0","type":"link"}