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We highlight the shortcoming with prototypical pitch typing methods and discuss alternative strategies to group pitchers together. Work Cited: Measuring Pitcher Similarity: Technical Details (Healey, Zhao, and Brooks, 2017) Pitch Classification with Mclust (Mills, 2017) Pitcher Similarity Scores (Loftus, 2013) Trouble With The Curve: Improving MLB Pitch Classification (Pane et al, 2013) Handbook of Statistical Methods and Analyses in Sport - Chapter 2- Using Publicly Available Baseball Data to Measure and Evaluate Pitching Performance (Seivert and Mills, 2016) Pitch Classification Revisited (Marchi, 2010) All Data Courtesy of Brooks Baseball and MLBAM
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