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  1. nfl-win-probability nfl-win-probability Public

    Calculating play-by-play win probabilities throughout NFL games using logistic regression and random forests.

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  2. nhl-ticket-sales-promotions nhl-ticket-sales-promotions Public

    A ticket sales and game day promotional analysis across the NHL and for the Detroit Red Wings with the creation of a linear regression model to predict fan attendance.

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  3. nhl-clusters-and-roster-optimization nhl-clusters-and-roster-optimization Public

    A k-means clustering analysis performed on NHL player's seasonal stats and a constrained optimization used to build an ideal roster for the Detroit Red Wing's upcoming season.

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  4. mlb-team-performance mlb-team-performance Public

    Assessing team and player performance with a variety of methods including the Pythagorean Winning Percentage, linear regression, multi-statistic comparison across the league, and calculating runs a…

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  5. nhl-team-player-valuation nhl-team-player-valuation Public

    A valuation of team and player performance for the Detroit Red Wings utilizing league-wide comparison, cash flow analyses, and constrained optimization.

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