This paper proposes a framework for demand estimation with data on bids, bidders' identities, and auction covariates … dynamic auction model with IPV and private bidding costs it follows that if participation is optimal the bidder searches with … a reservation bid for low-price auctions. Extending results from the empirical auction literature and employing a …