Exploring 20 Years of Baseball Data (and Predicting Attendance) September 25, 2016February 21, 2021micahmelling@gmail.com Welcome back, readers! Are you ready for some more baseball data science fun? This blog has two main components: 1) exploring aggregated data [...]
Anomaly Detection on Offensive Statistics September 11, 2016January 20, 2018micahmelling@gmail.com In early 2015, Twitter released an open-source R package for anomaly detection. Thinking this package would be a springboard for an interesting blog, [...]
Clustering (Almost) Every MLB Team…Ever September 2, 2016January 20, 2018micahmelling@gmail.com Welcome to blog number three! This piece seeks to cluster MLB teams based on their offensive and defensive stats. I used the teams [...]