The editors of Inverse Problems, The journal for the inverse problems community selected the article Data analysis tools for uncertainty quantification of inverse problems by L Tenorio, F Andersson, M de Hoop and P Ma for inclusion in the "Highlights of 2011" edition. Papers are chosen on the basis of referee endorsement, novelty and scientific impact.