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AbstractInternational o set certi cates trade at lower prices than European Union Allowances (EUAs), although they are substitutes within the EU Emissions Trading System (EU ETS) for CO 2 . Firms therefore had a strong incentive to use the cheaper certi cates. However, a considerable number of rms did not use their allowed o set quota and, by doing so, seemingly forwent pro ts. While most of the literature on emissions trading evaluates the e ciency of regulation in a frictionless world, in practice rms incur costs when complying with regulation. In order to assess the relevance of managerial and information-related transaction costs, this study examines the use of international o set credits in the EU ETS. It establishes a model of rm decision under xed entry costs and estimates the size of transaction costs rationalizing rm behavior using semi-parametric binary quantile regressions. Comparing binary quantile results with probit estimates shows that high average transaction cost result from a strongly skewed underlying distribution. I nd that for most rms the bulk of transaction costs stems from participation in the EU ETS in general, rather than additional participation in the o set trade.JEL : C25, D23, H23, Q58.