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ideas.txt
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ideas.txt
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Project Ideas
The following are the ideas that can be added to this project:
1. Predicting if batters with higher BBs were more likely to be finalists/winners of the AL/NL MVP award.
2. Determining if higher OBP (not OPS) was result of the MVP finalists as they were
3. Analysis on how often MVP winners were from non-playoff teams
4. Is there too much emphasis on games won by pitcher in terms of Cy Young award winner for each league?
5. Why are home runs and extra base hits more important in determining Silver Slugger or MVP awards?
6. Predict the stats of players in 2020 season based on data from 2015-2019, had the 2020 season been a full 162-game season.
7. Find out if whether or not walks (BBs) were the key reason the MVP winners won.
8. Does defense/fielding really even matter to MVP award and Fielding Bible Award winners?
Topics to Add:
Regression
Machine learning
ANOVA
Time series Analysis - Batting average, ERA
Forecasting of future of BA, ERA, other stats.