Example files
These files are used in the video demonstration and exercises which follow. You will need to download and extract the files from this zip archive in order to be prepared to learn.
Interactive video
The videos for this module are divided into two sections: Multiple Linear Regression Analysis Concept and Multiple Linear Regression Analysis Practical Application. We suggest you view the concept video first to gain an understanding of the benefits of multiple linear regression analysis. Then, depending on your business requirements, apply what you've learned in the follow-along practical application video. This video will provide a hands-on example where you will utilize Qlik Sense configured with an Advanced Analytics connection to R to analyze a dataset with simple and multiple linear regression analysis.
Multiple Linear Regression Analysis - Concept Videos
Multiple Linear Regression Analysis - Practical Application Videos
Takeaway document
This document represents the main takeaway notes from this learning module.
Test yourself
This simple 5-question quiz will help you confirm that you've got it and are ready to move on to other learning modules. Feel free to submit your first attempt, review, then re-attempt the quiz as many times as you like.
Multiple Linear Regression Analysis
This module explores applying multiple variables to linear regression.
Learning Objectives:
- Extend simple linear regression to multiple linear regression
- Discuss applications of multiple linear regression
- Understand potential pitfalls of multiple linear regression
- Analyze a dataset with simple linear regression techniques
- Employ the capabilities of the Advanced Analytics Toolbox to explore multiple linear regression
Estimated time required to complete this learning module: 44 mins