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Effect of outliers on the variable selection by the regularized regression

Effect of outliers on the variable selection by the regularized regression

Many studies exist on the influence of one or few observations on estimators in a variety of statistical models under the ā€œlarge n, small pā€ setup; however, diagnostic issues in the regression models have been rarely studied in a high dimensional setup. In the high dimensional data, the influence of ā€¦