Statistics 101: Master the Basics of Linear Regression 📊

This is the first Statistics 101 video in what will be or is (depending on when you are watching this) a multi-part video series about Simple Linear Regression. In the next few minutes, we will cover the basics of Simple Linear Regression starting at square one. And for the record, from now on if I say "regression" I am referring to simple linear regression as opposed to multiple regression or models that are not linear.

Regression allows us to model, mathematically, the relationship between two or more variables. For now, we will be working with just two variables; an independent variable and a dependent variable. The truth is when we talk about how "good" a regression model is we are actually comparing it to another specific model. Oftentimes, students do not realize this.

So in this video, we are going to talk about that idea. I will also begin introducing basic terminology and concepts that will carry you through your work using regression. There are no formulas or calculations in this video. We are just introducing the underlying meaning behind "good" regression models.

So if you are new to Regression or are still trying to figure out exactly what it even IS...this video is for you. So sit back, relax, and let's go ahead and get to work.

My playlist table of contents, Video Companion Guide PDF documents, and file downloads can be found on my website: https://www.bcfoltz.com

#statistics #regression #machinelearning