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Optimal selling mechanisms under moment conditions

Carrasco, Vinicius; Luz, Vitor Farinha; Kos, Nenad; Messner, Matthias; Monteiro, P. K.; Moreira, Humberto Ataíde

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Resumo

We study the revenue maximization problem of a seller who is partially informed about the distribution of buyer's valuations, only knowing its first N moments. The seller chooses the mechanism generating the best revenue guarantee based on the information available, that is, the optimal revenue is given by maxmin expected revenue. We show that the transfer function in the optimal mechanism is given by non-negative monotonic hull of a polynomial of degree N. This enables us to transform the seller's problem into a much simpler optimization problem over N variables. The optimal mechanism is found by choosing the coefficients of the polynomial subject to a resource constraint. We show that knowledge of the first moment does not guarantee strictly positive revenue for the seller, characterize the solution for the cases of two moments and derive some characteristics of the solution for the general case.

Ficha do documento

Tipo
Outro
Ano
2017
Instituição
Fundação Getulio Vargas
Idioma
Inglês
Acesso
Acesso aberto
Identificador
oai:repositorio.fgv.br:10438/27677

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