The data used is an ecommerce customer dataset consisting of email, address, avatar, session time and amount spent.
Multiple linear regression analysis is a statistical science tool for measuring the mathematical relationship between more than two independent variables (X) and the dependent variable (Y).
We use several tests to validate the model including:
- Overall Test/F-Test
- Partial Test/T-Test
- Normality Test
- Autocorrelation Test
- Homoscedasticity Test
- Multicollinearity Test
You can read the article below for further explanation
Medium article | Report file
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