In this paper we propose to estimate the value distribution of independently and identically repeated first-price auctions directly via a semi-nonparametric integrated simulated moments sieve approach. Given a candidate value distribution function in a sieve space, we simulate bids according to...

In this thesis, we study nonparametric identification of first-price auction models and propose a semi-nonparametric simulated integratedmoment estimation method to recover the underlying value distribution.In the first essay, we investigate the nonparametric identification of the first-price...