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A simple Model for predicting 2024 MLB Player Salaries

With the regular season wrapped up, there's one question that Major League Baseball should be asking: "How much money is Shohei Ohtani worth?" Someone's gonna pay the man some really big money in the form of a 2024 contract, but what should that number be? I've done a quick analysis to predict what his and other 2024 free agents' new salaries might look like.

Click here to see the main jupyter notebook

If you'd like to see my nitty-gritty scatch work, then it's best to view the remaining jupyter notebooks in order:

  1. extract_pay.ipynb
  2. combine_stats_pay.ipynb
  3. PCA.ipynb
  4. data_split.ipynb
  5. LinearModels.ipynb
  6. NonLinear Models.ipynb
  7. extract_free_agents.ipynb
  8. Predict.ipynb

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