Logistic Regression Explained: A Simple Guide for Beginners 📊

Logistic regression is a statistical method used for modeling the relationship between a dependent variable and one or more independent variables. It is particularly suited for classification problems, where the dependent variable is categorical. In this Video we will discuss what a Logistic Regression is, how it is calculated and most importantly, how the results are interpreted.

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

► Example data 1
https://numiqo.com/statistics-calculator/regression/logistic-regression-calculator?example=Medical_example_logistic_regression

► Example Data 2
https://numiqo.com/statistics-calculator/regression/logistic-regression-calculator?example=logReg

► Online Logistic Regression Calculator
https://numiqo.com/statistics-calculator/regression

► Playlist:
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1) What is a Regression Analysis?
https://youtu.be/-JTKf-a1JpU

2) What is Simple Linear Regression?
https://youtu.be/gPfgB4ew3RY

3) What is Multiple Linear Regression?
https://youtu.be/-JTKf-a1JpU

4) What is Logistic Regression?
This Video

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

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

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

00:00 What is a Logistic Regression?
6:17 Interpreted the results of a Logistic Regression
12:11 Odds ratio in Logistic Regression
21:13 ROC Curve