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Baseball players with the initial “K” do not strike out more often

2010/05/11 by B. D. McCullough, Thomas P. McWilliams · 14 citations
Economics, Econometrics and Finance · Biochemistry, Genetics and Molecular Biology · Social Sciences · Mathematics · #Sports Analytics and Performance #Dermatoglyphics and Human Traits #Names, Identity, and Discrimination Research #Spurious relationship #Statistical hypothesis testing #Alphabet #Statistical analysis #Artifact (error) #Statistics #Computer science #Mathematics #Econometrics #Artificial intelligence #Linguistics #Philosophy

paper · doi:10.1080/02664760902889965

published in Journal of Applied Statistics 37(6), 881-891 (Taylor & Francis)

openalex publication_date 2010/05/11 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/29

Abstract

It has been claimed that baseball players whose first or last name begins with the letter K have a tendency to strike out more than players whose initials do not contain the letter K. This “result” was achieved by a naive application of statistical methods. We show that this result is a spurious statistical artifact that can be reversed by the use of only slightly less naive statistical methods. We also show that other letters have larger and/or more significant effects than the letter K. Finally, we show that the original study applied the wrong statistical test and tested the hypothesis incorrectly. When these errors are corrected, most of the letters of the alphabet have a statistically significant strikeout effect.

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