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ames-housing-dataset

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Ofekirsh / statistical-theory-meets-real-data

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Jupyter Notebook applying statistical theory to housing price prediction, using techniques like the Kolmogorov–Smirnov test, Box-Cox transformation, Pearson/Spearman correlations, chi-square tests, and feature importance, with analysis of prediction accuracy across price ranges.

analysis linear-regression statistical-tests theory transformation statistical chi-square-test pearson-correlation box-cox ames-housing-dataset spearman-correlation
  • Updated Mar 31, 2025
  • Jupyter Notebook

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