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

Multiple Linear Regression is a statistical technique used to model the relationship between one dependent variable and two or more independent variables. It extends simple linear regression by considering multiple predictors, allowing for more accurate predictions and insights into how each independent variable impacts the dependent variable.

► E-BOOK
datatab.net/statistics-book

► Example data
datatab.net/statistics-calculator/regression/linea…

► Regression Calculator
datatab.net/statistics-calculator/regression/linea…

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

2) What is Simple Linear Regression?
   • Simple Linear Regression: An Easy and Clea...  

3) What is Multiple Linear Regression?
This Video

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

► Tutorials:
Regression Analysis
datatab.net/tutorial/regression

Linear Regression
datatab.net/tutorial/linear-regression

Logistic Regression
datatab.net/tutorial/logistic-regression

00:00 What is a Multiple Linear Regression?
1:22 What is the difference between Simple Linear and Multiple Linear Regression?
2:25 What is the equation of Multiple Linear Regression?
4:10 What are the assumptions of a Multiple Linear Regression?
12:31 Example for a Multiple Linear Regression.
12:58 How to calculate a Multiple Linear Regression?
13:28 How to interpret a Multiple Linear Regression?
14:00 How to interpret the Regression Coefficients?
16:28 How to interpret the p-Value in a Multiple Linear Regression?
17:05 How to interpret R and R2 in a Multiple Linear Regression?
20:27 What are Dummy Variables?
25:39 What is a Logistic Regression?