auctions can help forecast an ongoing auction, it should be weighted by its relevance to the auction of interest. We propose a … information from other auctions and weighs their contribution by their relevance in terms of auction, seller and product features …, and by similarity of the price paths. We capture an auction's price path borrowing ideas from functional data analysis. We …