- (EC.17) Ë Jp(d0) = Ïw (d0 + δâ )xâ 2h + ÏÌw (d0 + δâ )xâ 2` â κ. (EC.18) The optimization problem of Ë J2a in (EC.12) corresponds to minimizing the expected payment while motivating the provider to exert effort. The following proposition (based on Laffont and Martimort 2009, Proposition 4.2) provides the corresponding optimal payments. Proposition EC.10. Given dataset size d1, the unique optimal payments for Problem (EC.12) are xâ 2` = 0 and xâ 2h = κ/[Ïw(d1) â Ïs(d1)]. The firmâs optimal expected profit is then Ë J2a(α`,d1) = Ïw(d1)Ïαh + ÏÌw(d1)Ïα` â κ Ï(d1) and Ë J2a(αh,d1) = Ïαh . (EC.19) where κ/Ï(d1) is the expected payment to the provider.
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