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Presentation transcript:

D. Cervone, A. D’Amour, L. Bornn & K. Goldsberry (2014). "Predicting Points and Valuing Decisions in Real Time With NBA Optical Traking Data". MIT Sloan, Sports Anlytics Conference,

X quarter game_clock ball_x ball_y ball_z off1_ent off2_ent off3_ent off4_ent off5_ent off1_x off2_x off3_x off4_x off5_x Parker Neal Leonard Bonner Duncan Parker Neal Leonard Bonner Duncan Parker Neal Leonard Bonner Duncan Parker Neal Leonard Bonner Duncan Parker Neal Leonard Bonner Duncan Parker Neal Leonard Bonner Duncan Parker Neal Leonard Bonner Duncan Parker Neal Leonard Bonner Duncan Parker Neal Leonard Bonner Duncan Parker Neal Leonard Bonner Duncan Parker Neal Leonard Bonner Duncan Parker Neal Leonard Bonner Duncan off1_y off2_y off3_y off4_y off5_y def1_ent def2_ent def3_ent def4_ent def5_ent def1_x def2_x def3_x def4_x def5_x def1_y Livingston Ellington Waiters Gee Zeller Livingston Ellington Waiters Gee Zeller Livingston Ellington Waiters Gee Zeller Livingston Ellington Waiters Gee Zeller Livingston Ellington Waiters Gee Zeller Livingston Ellington Waiters Gee Zeller Livingston Ellington Waiters Gee Zeller Livingston Ellington Waiters Gee Zeller Livingston Ellington Waiters Gee Zeller Livingston Ellington Waiters Gee Zeller Livingston Ellington Waiters Gee Zeller Livingston Ellington Waiters Gee Zeller def2_y def3_y def4_y def5_y prob_pass1 prob_pass2 prob_pass3 prob_pass4 prob_pass5 prob_make prob_miss prob_TO epv NA e e e NA e e e NA e e e NA e e e NA e e e NA e e e NA e e e NA e e e NA e e e NA e e e NA e e e NA e e e Goldsberry, K. (Feb. 2014) "Databall"

Goldsberry, K. (Feb. 2014) "Databall"

1973, the University of California, Berkeley was sued for bias against women who had applied for admission to graduate schools P.J. Bickel, E.A. Hammel & J.W. O'Connell (1975). "Sex Bias in Graduate Admissions: Data From Berkeley". Science 187 (4175): 398–404 HommesFemmes AppliquantAdmisAdmis (%)AppliquantAdmisAdmis (%) Global % % Programme A % % B %251768% D % %

1973, the University of California, Berkeley was sued for bias against women who had applied for admission to graduate schools P.J. Bickel, E.A. Hammel & J.W. O'Connell (1975). "Sex Bias in Graduate Admissions: Data From Berkeley". Science 187 (4175): 398– ≤ ≤ ≥ programme A programme D programmes