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For identification, we impose independence of structural innovations at the pooled level. We demonstrate robustness of the method under cross\u2010sectional correlation and heterogeneity through simulation experiments. In an empirical application on monetary policy transmission in the Euro area, we find that bond spreads rise significantly after an unexpected monetary tightening. Furthermore, the central bank responds to offset effects of adverse financial shocks. 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