Predictive Analytics with SAS and R
eBook - ePub

Predictive Analytics with SAS and R

Core Concepts, Tools, and Implementation

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Predictive Analytics with SAS and R

Core Concepts, Tools, and Implementation

About this book

Gain 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.

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.

After reading the book, you will be able to put predictive analytics principles into practice.

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

Who This Book Is For

Students and professionals in the field of data analysis and intelligence applications

Tools to learn more effectively

Saving Books

Saving Books

Keyword Search

Keyword Search

Annotating Text

Annotating Text

Listen to it instead

Listen to it instead

Table of contents

  1. Cover
  2. Front Matter
  3. 1.Ā Introduction to Analytics
  4. 2.Ā Simple Linear Regression
  5. 3.Ā Multiple Linear Regression
  6. 4.Ā Multivariate Analysis and Prediction
  7. 5.Ā Time Series Analysis
  8. Back Matter

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription
No, books cannot be downloaded as external files, such as PDFs, for use outside of Perlego. However, you can download books within the Perlego app for offline reading on mobile or tablet. Learn how to download books offline
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 990+ topics, weā€™ve got you covered! Learn about our mission
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more about Read Aloud
Yes! You can use the Perlego app on both iOS and Android devices to read anytime, anywhere ā€” even offline. Perfect for commutes or when youā€™re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app
Yes, you can access Predictive Analytics with SAS and R by Ramchandra S Mangrulkar,Pallavi Vijay Chavan in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.