Winsorization and trimming using stratified and pooled procedures are proposed for linear regression analysis. The regression model assumes an equal number of ...
Elaborating on the work of Ibragimov and Has'minskii (1981) we prove a law of large deviations (LLD) for M-estimators, i.e., those estimators which maximize a functional, continuous in the parameter, ...
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