Logistic Regression: An Easy and Clear Beginner’s Guide

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: -------------------------------------------------------------- 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: ------------------------------------------------------------------- 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