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This paper estimates the trade costs from international relative prices, and studies the economic determinants of implied trade costs. We find that the magnitude of trade costs depends on the characteristics of both the type of good and set of locations under examination. In particular, it is found that higher non-traded input share and trade barriers, and lower tradability of goods lead to a larger trade cost, as does a lower proximity of geographic distance between locations.