Pinned Repositories
mlb-team-performance
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 above average for the SF Giants.
nfl-win-probability
Calculating play-by-play win probabilities throughout NFL games using logistic regression and random forests.
nhl-clusters-and-roster-optimization
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.
nhl-team-player-valuation
A valuation of team and player performance for the Detroit Red Wings utilizing league-wide comparison, cash flow analyses, and constrained optimization.
nhl-ticket-sales-promotions
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.
lakenrivet's Repositories
lakenrivet/nfl-win-probability
Calculating play-by-play win probabilities throughout NFL games using logistic regression and random forests.
lakenrivet/nhl-ticket-sales-promotions
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.
lakenrivet/mlb-team-performance
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 above average for the SF Giants.
lakenrivet/nhl-clusters-and-roster-optimization
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.
lakenrivet/nhl-team-player-valuation
A valuation of team and player performance for the Detroit Red Wings utilizing league-wide comparison, cash flow analyses, and constrained optimization.