A demonstration of Step-Wise regression.

This will show you how to create a multiple linear regression model in R and then check a couple of the assumptions. I will follow up later with model building to choose models with the most predictive ability based on the rmse.

When we come to the conclusion of our EDA, we often want clarification on the statistical significance of your features with respect to the target variable. Additionally, we hope to quantify the correlation with and variance explained by the feature with respect to the target variable. This brief demonstration offers the application of using Linear Regression in EDA

A very simple bit of code for beginners.