Grasp the methodologies of linear regression and get to grips with quantitative analysis
About This Video
- Explore the basic statistical fundamentals of ordinary least squares (OLS)
- Understand linear regression and its application
- Gain the confidence to interpret complicated regression output
To work with statistics and quantitative reports, you need to have a good understanding of the fundamentals and techniques of statistics. However, learning and applying new statistical techniques can often be a daunting experience and this is where this video course comes in handy. This course is designed to guide you through the basic principles of statistical methodology in a step-by-step way.
You’ll start with an introduction to the course along with an overview of the learning objectives. Next, you’ll explore the types of regression analysis that exist, and find out how ordinary least squares (OLS) work. To get a deeper understanding of linear regression and OLS, you’ll interpret and analyze complicated regression output from OLS. Finally, you’ll discover essential tips and techniques that’ll help you to confidently perform regression analysis.
By the end of this video, you’ll be well-versed with linear regression techniques and the basic principles of statistical methodology.
Table of contents
Chapter 1 : Introduction
- Introduction 00:05:52
Chapter 2 : What is Regression?
- What is Regression? 00:23:37
Chapter 3 : What is Ordinary Least Squares?
- What is Ordinary Least Squares? 00:35:27
- Chapter 4 : Ordinary Least Squares Regression in Practice
Chapter 5 : Tips and Final Thoughts
- Tips and Final Thoughts 00:06:14
- Title: Easy Statistics: Linear Regression
- Release date: October 2020
- Publisher(s): Packt Publishing
- ISBN: 9781800565593
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