Simple Linear Regression: An Easy and Clear Beginner’s Guide

In this video, you’ll learn the basics of Simple Linear Regression: what it is, how it works, and why it’s useful. We’ll walk through the key concepts, show you how to calculate the regression equation step by step, and discuss the main assumptions you need to check for a valid model.

► E-BOOK
https://numiqo.com/statistics-book

► Example data
https://numiqo.com/statistics-calcula...

► Linear Regression Calculator
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► Playlist:
1) What is a Regression Analysis?
   • Regression Analysis: An Easy and Clear Beg...  

2) What is Simple Linear Regression?
This Video

3) What is Multiple Linear Regression?
   • Multiple Linear Regression: An Easy and Cl...  

4) What is Logistic Regression?
   • Logistic Regression: An Easy and Clear Beg...  

► Regression Analysis Calculator
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► Tutorials:
Regression Analysis
https://numiqo.com/tutorial/regression

Linear Regression
https://numiqo.com/tutorial/linear-re...

Logistic Regression
https://numiqo.com/tutorial/logistic-...

00:00 What is a Simple Linear Regression?
00:53 Example for a Simple Linear Regression.
1:36 How to calculate a Simple Linear Regression?
3:04 What is the slope and the intercept?
7:05 How to calculate a Simple Linear Regression with DATAtab?
8:01 How do you interpret the p-value?
9:23 What are the assumptions of a Simple Linear Regression?
13:32 Multiple Linear Regression