Select an umpire to view both their strike zone and their call probability ⊥ of pitch location. This is achieved by simulutaneously modeling p(strike| pitch_location, count, call_history) - see related blog post. for additional details. This visualization overlays the average bias (black) on top in addition to the selected umpire. Select Umpire 1: SELECT All Bill Miller Chris Segal Dan Bellino Ryan Blakney Nic Lentz D.J. Reyburn Chad Fairchild Bruce Dreckman Gabe Morales Stu Scheurwater Adam Hamari Doug Eddings Tripp Gibson Lance Barrett Alfonso Márquez Alan Porter Carlos Torres Marvin Hudson James Hoye Vic Carapazza Adrian Johnson Phil Cuzzi Lance Barksdale Chris Guccione Jordan Baker Chad Whitson David Rackley Mike Muchlinski Pat Hoberg Todd Tichenor Mark Ripperger Manny Gonzalez Jeff Nelson John Tumpane Hunter Wendelstedt Mark Carlson Cory Blaser Brian O'Nora Laz Diaz Ben May CB Bucknor Jim Wolf Quinn Wolcott Will Little Sean Barber Mike Estabrook Dan Iassogna Angel Hernandez Andy Fletcher Mark Wegner Rob Drake Ramon De Jesus Jansen Visconti Larry Vanover Roberto Ortiz Chris Conroy Brian Knight Jerry Meals John Libka Nick Mahrley Jeremie Rehak Ted Barrett Ryan Additon Ron Kulpa Scott Barry Bill Welke Joe West Jim Reynolds Sam Holbrook Tony Randazzo Greg Gibson Tim Timmons Tom Hallion Shane Livensparger Ed Hickox Edwin Moscoso Fieldin Culbreth Jerry Layne Nestor Ceja Dan Merzel Adam Beck Gerry Davis Kerwin Danley Gary Cederstrom Ryan Wills Marty Foster Junior Valentine Paul Emmel Jeremy Riggs Paul Nauert Eric Cooper Erich Bacchus Alex Tosi Mike Winters Brian Gorman Malachi Moore Clint Vondrak Brennan Miller Mike Everitt Charlie Ramos Jeff Kellogg Tom Woodring Nate Tomlinson Dana DeMuth John Bacon Emil Jimenez Alex MacKay Brock Ballou Derek Thomas Jose Navas Paul Clemons Mike DiMuro Tom Hanahan Brian Walsh Edwin Jimenez Clint Fagan Jacob Metz Jonathan Parra David Arrieta Toby Basner