Gini's mean difference and variance as measures of finite populations scales

摘要

We consider Gini's mean difference statistic as an alternative to the empirical variance in the settings of finite populations, where simple random samples are drawn without replacement. In particular, we discuss specific (in the finite-population context) estimation strategies for a scale of the population, related to the alternative statistic in a possible presence of outliers in the data.