Ventura , Laura (2001) Robust conditional inference for location parameters. [Working Paper] WORKING PAPER SERIES, 14/2001 . , PADOVA (Inedito)
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The robustness properties of conditional normal-theory procedures of inference for a location parameter are considered; in particular, a robust conditional density is proposed to be used instead of the classical methods based on the assumption of normality. The new density is conditional on a robust ancillary and its properties are studied in comparison to the exact conditional density but also under slight violations of the normal model assumption.
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