{"product_id":"9780789758354","title":"Predictive Analytics: Microsoft® Excel 2016","description":"\u003cb\u003eEXCEL 2016 PREDICTIVE ANALYTICS FOR SERIOUS DATA CRUNCHERS!\u003c\/b\u003e \u003cp\u003eNow, you can apply cutting-edge predictive analytics techniques to help your business win–and you don’t need multimillion-dollar software to do it. All the tools you need are available in Microsoft Excel 2016, and all the knowledge and skills are right here, in this book!\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eMicrosoft Excel MVP Conrad Carlberg shows you how to use Excel predictive analytics to solve real problems in areas ranging from sales and marketing to operations. Carlberg offers unprecedented insight into building powerful, credible, and reliable forecasts, helping you gain deep insights from Excel that would be difficult to uncover with costly tools such as SAS or SPSS.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eFully updated for Excel 2016, this guide contains valuable new coverage of accounting for seasonality and managing complex consumer choice scenarios. Throughout, Carlberg provides downloadable Excel 2016 workbooks you can easily adapt to your own needs, plus VBA code–much of it open-source–to streamline especially complex techniques.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eStep by step, you’ll build on Excel skills you already have, learning advanced techniques that can help you increase revenue, reduce costs, and improve productivity. By mastering predictive analytics, you’ll gain a powerful competitive advantage for your company and yourself.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eLearn the “how” and “why” of using data to make better decisions, and choose the right technique for each problem\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003e  Capture live real-time data from diverse sources, including third-party websites \u003c\/li\u003e \u003cli\u003e  Use logistic regression to predict behaviors such as “will buy” versus “won’t buy” \u003c\/li\u003e \u003cli\u003e  Distinguish random data bounces from real, fundamental changes \u003c\/li\u003e \u003cli\u003e  Forecast time series with smoothing and regression \u003c\/li\u003e \u003cli\u003e  Account for trends and seasonality via Holt-Winters smoothing \u003c\/li\u003e \u003cli\u003e  Prevent trends from running out of control over long time horizons \u003c\/li\u003e \u003cli\u003e  Construct more accurate predictions by using Solver \u003c\/li\u003e \u003cli\u003e  Manage large numbers of variables and unwieldy datasets with principal components analysis and Varimax factor rotation \u003c\/li\u003e \u003cli\u003e  Apply ARIMA (Box-Jenkins) techniques to build better forecasts and clarify their meaning \u003c\/li\u003e \u003cli\u003e  Handle complex consumer choice problems with advanced logistic regression \u003c\/li\u003e \u003cli\u003e  Benchmark Excel results against R results \u003cbr\u003e \u003c\/li\u003e \u003c\/ul\u003e","brand":"Pearson Education","offers":[{"title":"Default Title","offer_id":46223549956337,"sku":"9780789758354","price":39.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9780789758354_p0.jpg?v=1765254095","url":"https:\/\/shop.barnesandnoble.com\/products\/9780789758354","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}