Several measures have been devised to analyze income or consumption distribution inequality. This paper presents the large sample distributions of several inequality measures that are used to test if the observed differences in sample estimates of their values are statistically significant. The results presented in the paper are applied to analyze income inequality in Cote d'Ivoire from the data of the Living Standards Survey, 1985.