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A discussion about the importance of reliability and the limitations of sample size. We relate this to evaluating hitters either using in-game statistics or numbers collected via an assessment. Data Courtesy of MLBAM and Baseball Savant Work Cited: Slide 1- Bill James vs. The Noise (Judge, 2017) A New Way to Look at Sample Size: Math Supplement (Pemstein and Dolinar, 2015) Slide 3: It's a Small Sample Size After All (Carleton, 2012) A New Way to Look at Sample Size: Math Supplement (Pemstein and Dolinar, 2015) Should I Worry About My Favorite Pitcher (Carleton, 2013) Regression with Changing Talent Levels: The Effects of Variance (Dorhauer, 2017) Slide 4: A New Way to Look at Sample Size: Math Supplement (Pemstein and Dolinar, 2015)
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