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  1. Predictors-of-Win-Percentage-in-College-Basketball Predictors-of-Win-Percentage-in-College-Basketball Public

    A group project in sports analytics, analyzing statistical predictors of win percentage in college basketball. Worked with Lea Pearson and Sammy Cooley.

    Jupyter Notebook

  2. Bradley-Terry-Tennis-Model Bradley-Terry-Tennis-Model Public

    Predictive tennis model for ATP and WTA based on this paper (https://www.researchgate.net/publication/223649887_A_Bradley-Terry_type_model_for_forecasting_tennis_match_results) written in 2011 by I…

    R

  3. NBA-Player-Advanced-Stats-Visualization NBA-Player-Advanced-Stats-Visualization Public

    NBA player comparison over time through advanced stats such as WS, VORP, and TS%. Visually determining 'peaks' of careers based on regular season stats.

    Jupyter Notebook

  4. MLB-Shift MLB-Shift Public

    Stata code and data from my paper "Recovering a Causal Effect from AA Baseball Restricting the Shift on Batter Outcomes".

    Stata

  5. Receiving-Yards-Model Receiving-Yards-Model Public

    This receiving yards machine learning model takes inputs of averages over the last 10 games for receiving yards, targets, receiving epa, and target share, etc. to predict receivers' receiving yards…

    Jupyter Notebook