nburke2
Nick Burke
Recently Published
Neural Network on PER
Constructing a neural network to analyse which factors go into player efficiency rating.
Ordered Statistics and Applications
Slideshow Presentation
KNN Model using NBA Player Data
Using the K-Nearest-Neighbours algorithm to predict the position of NBA players based on their regular season statistics.
Clustering Positions in Basketball
Performing K-means clustering of NBA data to determine various position groups among players in the NBA
Predicting NBA Player Positions Using Decision Tree
Generating a decision tree to determine NBA player’s positions.
Extreme Value Theory
Slideshow Presentation
Linear Regression on 2018-2019 NBA Season data
Constructing a linear regression model on NBA basketball data.