{"product_id":"predictive-analytics-with-sas-and-r-core-concepts-tools-and-implementation-9798868809040","title":"Predictive Analytics with SAS and R: Core Concepts, Tools, and Implementation","description":"\u003cp\u003e • Author(s): Ramchandra S. Mangrulkar\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Apress\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eGain practical knowledge of application implementation using various programming approaches in predictive analytics. This book serves as a comprehensive guide for both beginners and professionals in the field of predictive analytics, offering core principles and practical insights without requiring an extensive mathematics or statistics background.\u003c\/p\u003e \u003cp\u003eThe book starts with an introduction to analytics in decision making, protective analytics basics, and implementation in various industries. The book then takes you through types of regression, and simple linear regression in detail, followed by a demonstration of R Studio and SAS. Multiple Linear Regression is discussed next along with MLR model diagnostics. The book covers Multivariate Analysis and teaches you how to work with Principal Components Analysis, Factor Analysis, and much more. You also learn Time series Analysis with an understanding of Autoregressive Moving Average (ARMA) Models.\u003c\/p\u003e \u003cp\u003eAfter reading the book, you will be able to put predictive analytics principles into practice.\u003c\/p\u003e \u003cp\u003eWhat You Will Learn\u003c\/p\u003e \u003cul\u003e \u003cli\u003eUnderstand modeling, estimating, and evaluating models for forecasting\u003c\/li\u003e \u003cli\u003eImplement Partial F-Test and Variable Selection Method\u003c\/li\u003e \u003cli\u003eDemonstrate each analysis model in R Studio and SAS\u003c\/li\u003e \u003cli\u003eUnderstand SLR and MLR Analysis models\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e \u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45274489094295,"sku":"9798868809040","price":4366.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798868809040.webp?v=1769280075","url":"https:\/\/atlanticbooks.com\/products\/predictive-analytics-with-sas-and-r-core-concepts-tools-and-implementation-9798868809040","provider":"Atlantic Books","version":"1.0","type":"link"}