Two Methods of Identifying Influential Sets of Observations

摘要

In this paper two new measurements are proposed to identify influential sets of observations at the design state in view of prediction and fitting. A relationship is established between one of proposed measures and the Cook's measure at the inference stage. (Keywords: Statistical models; robustness; linear models).