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EDA & Classic ML
Regression Analysis
Ridge, Lasso, and SR 11-7 MRM diagnostics on Ames Iowa housing
End-to-end regression study on 2,919 Ames Iowa sales (80 features). Ridge vs Lasso comparison, SHAP attributions, and MRM diagnostics — VIF, Durbin-Watson 2.03, Breusch-Pagan, Jarque-Bera — aligned with SR 11-7.
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How it was built
Regression Analysis, from first question to shipped.
StatusShippedall stages complete
Stages4 / 4frame to ship
Headline2,919Ames, Iowa sales analysed
Frame Passed
- End-to-end regression study
- 2,919 Ames, Iowa sales with 80 features
Build Passed
- Ridge versus Lasso comparison
Validate Passed
- SHAP attributions
- VIF, Durbin-Watson 2.03, Breusch-Pagan and Jarque-Bera
- Aligned with SR 11-7
Ship Passed
- Published as a Jupyter notebook