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. Author manuscript; available in PMC: 2019 Apr 17.
Published in final edited form as: Stat Med. 2017 Oct 30;37(4):627–642. doi: 10.1002/sim.7535

Figure 2.

Figure 2.

Illustration of multiple local maximizers introduced by allowing the sign of the combined score to flip. (a) Set β1 = 1 and allow the sign of the combined score to flip whenever the AUC is less than 0.5. The two local maximizers are indicated by asterisks. (b) and (c): Set β1 = 1 and −1, respectively, and forbid a sign flip. Then only a unique maximizer exists for each search.