Ingrid is professor of statistics at the Leuven Statistics Research Centre and research group ORSTAT, Faculty of Economics and Business, KU Leuven. Her research interests are in mathematical statistics, survival analysis, measurement error problems, quantile regression, non-and semiparametric regression, instrumental regression and frontier analysis.