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DEDA_Cryptopunks

Looking to explain the Cryptopunk prices with their features

Static Regression and Attibutes

  • Linear Regression
  • Linear Regression without 0 sales averages
  • Feature Reduction
    • LASSO
    • Step Wise Regression Forward
  • LGBM Regressor Gradient Boosting
  • Linear Regression without 0 sales averages and with outlier truncation

Time Dynamic Regression

  • Simple Linear Regression
  • Linear Regression with Time Dummies
  • Panel Data Models with Time Dummies
    • Random Effects
    • Panel OLS