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  • Outliers in semi-parametric Estimation of Treatment Effects 

    Ugarte Ontiveros, Darwin; Canavire-Bacarreza, Gustavo; Castro Peñarrieta, Luis (Universidad EAFIT; Escuela de Economía y Finanzas, 2017-10-30)
    Average treatment effects estimands can present significant bias under the presence of outliers. Moreover, outliers can be particularly hard to detect, creating bias and inconsistency in the semi-parametric ATE estimads. ...