House-Price-Prediction--Regression-Anaylsis

A simple regression analysis of house prices in USA with 11 features selected on MECE Framework

• Data Source: https://fred.stlouisfed.org/

Steps FOLLOWED:

1. Exploratory Data Analysis
2. Feature Scaling
3. Train Test Split
4. Model Comparison
5. Hyper Parameter Selection
6. Model Fitting
7. Variance & Bias-trade off Check
8. Error Analysis
9. OLS Summary Study
10. Conclusion