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Influence function and maximum bias of projection depth based estimators

Influence function and maximum bias of projection depth based estimators

Location estimators induced from depth functions increasingly have been pursued and studied in the literature. Among them are those induced from projection depth functions. These projection depth based estimators have favorable properties among their competitors. In particular, they possess the best possible finite sample breakdown point robustness. However, robustness of …