The Average Umpire Is Almost 50. The Best Ones Might Be in Their
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Baseball Umpires Don't Get Overtime. Does That Affect Extra Innings? : NPR
BenFred: MLB umpires, you're out. It's time for an automated strike zone.
Kansas baseball fan and umpire appeals to those who love the sport
An analysis of nearly 4 million pitches shows just how many mistakes umpires make
Hoornstra: Baseball's best and worst umpires, by the numbers – Daily News
Observations of Umpires at Work – Society for American Baseball Research
These MLB umpires have the worst strike zones - The Washington Post
MLB Umpires Missed 34,294 Pitch Calls in 2018. Time for Robo-umps?, BU Today
The Average Umpire Is Almost 50. The Best Ones Might Be in Their 30s. - WSJ
/cdn.vox-cdn.com/uploads/chorus_asset/file/22436683/usa_today_15881294.jpg "MLB umpires should be mic'd up to explain reviews and ejections")
