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Statistical Learning project

The project tackles a classic statistical EDA for the "scholastic project" of Statistical Learning analyzing data of cars sold on Craigslist.

Aim of the project

  • Retrieve the data
  • Clean the data
  • Explore data
    • Select categories to remove
  • Create models
    • Linear model
      • Linear model with correct polynomial relationship
    • Ridge model
    • Lasso model
      • Regressors selection with lasso model
  • Presentation

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Statistical Learning project

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