Sharipov, Olimjon S.Wendler, Martin2012-05-102012-05-102012-05-10http://hdl.handle.net/2003/2943910.17877/DE290R-4802We will show under minimal conditions on differentiability and dependence that the central limit theorem for quantiles holds and that the block bootstrap is weakly consistent. Under slightly stronger conditions, the bootstrap is strongly consistent. Without the differentiability condition, quantiles might have a non-normal asymptotic distribution and the bootstrap might fail.enDiscussion Paper / SFB 823;17/2012310330620working paper