Game Strategy
- How to utilize a pitchers arsenal, understanding what statistics correlate to winning, and better insight to statistics that put a team in the best chance to score and prevent runs.
Utilizing a Pitcher's Arsenal
- Using Clustering to Find Pitch Subtypes and Effective Pairings by Gregory Dvorocsik, Eno Sarris, and Joseph Camp
- https://s2.smu.edu/~camp/pubs/dvorocsik_sabr_analytics_2020.pdf
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"For right-handed starters: The beneficial CU1 and SI3 and CU3 and SI3 pairings were thrown by Aaron Nola, Adam Wainwright, Felix Hernandez, Scott Feldman, Mike Pelfrey, and Kyle Hendricks. Hendricks had an ERA+ of 170, and Nola’s CU1 had a 17.72% swinging strike rate, 7.05% higher than the average CU1, and his CU3 had 20.35% swinging strike rate, 8.06% higher than that subtype by itself." -Dvorocsik, Sarris, and Camp
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CU refers to Curveball and SI referes to sinker in the text above.

Evaluating a stolen base to run value
- Evaluating a stolen base to run value
- Stolen base attempts: an algorithm for allocation run value by Greg Rybarczyk (June 2013)
- "So, with a runner on first, a successful steal of second base with none out changes the RE from 0.858 to 1.073 (the run value for a man on second, none out), a change of +0.215 runs. If the attempt is unsuccessful and the runner is thrown out, the change in RE is from the initial 0.858 to a final value of 0.263 (the run value for bases empty, one out), a net change of -0.595 runs. With one out, the play values are +0.144 runs for success, and -0.411 runs for failure. With two outs, the values are +0.097 and -0.221 runs." -Rybarczyk
- https://tht.fangraphs.com/stolen-base-attempts-an-algorithm-for-allocating-run-value/
Game Strategy
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MLB Winning Percentage Breakdown: Which Statistics Help Teams Win More Games?
- Published on April 27, 2022 by Braden Murray
- "In conclusion, many valuable insights can be derived from comparing win totals to different offensive, pitching, and defensive statistics. Of these three, pitching has eleven out of the nineteen most heavily correlated variables when compared to win percentage. Certain hitting statistics contribute greatly to wins, just slightly less than certain pitching statistics."-Murray
- https://www.samford.edu/sports-analytics/fans/2022/MLB-Winning-Percentage-Breakdown-Which-Statistics-Help-Teams-Win-More-Games#:~:text=Run%20Differential%20Importance%20and%20Breakdown,run%20differential%20is%20on%20average.