Cizek, Pavel; Aquaro, M. - Tilburg University, Center for Economic Research - 2010
The panel-data regression models are frequently applied to micro-level data, which often suffer from data contamination, erroneous observations, or unobserved heterogeneity. Despite the adverse effects of outliers on classical estimation methods, there are only a few robust estimation methods...