We review the use and the interpretation of some robustness concepts and techniques in some economic applications. We focus on estimation techniques in income distribution analysis and we discuss the reliability of inequality measures

The Markowitz (1959) mean-variance efficient frontier is the standard theoretical model for normative investment behaviour. It is still in practice the method of choice for optimal portfolio construction although among practitioners it has nearly lost its character of 'optimal' tool. Indeed it...