Predictive Analytics with SAS and R
eBook Details:
- Paperback: 195 pages
- Publisher: WOW! eBook (January 28, 2025)
- Language: English
- ISBN-10: 8868809040
- ISBN-13: 978-8868809040
eBook Description:
Predictive Analytics with SAS and R: Core Concepts, Tools, and Implementation
Gain practical knowledge of application implementation using various programming approaches in predictive analytics. This Predictive Analytics with SAS and R 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.
The 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.
What You Will Learn
- Understand modeling, estimating, and evaluating models for forecasting
- Implement Partial F-Test and Variable Selection Method
- Demonstrate each analysis model in R Studio and SAS
- Understand SLR and MLR Analysis models
After reading the Predictive Analytics with SAS and R book, you will be able to put predictive analytics principles into practice.
