A new edition of this popular text on robust statistics, thoroughly updated to include new and
improved methods and focus on implementation of methodology using the increasingly …

Penalized regression estimators are popular tools for the analysis of sparse and high-
dimensional models. However, penalized regression estimators defined using an …

It is a fact that most real-world datasets in biomedical research contain outliers and leverage
points. To define what an outlier and a leverage point is, let us assume a Y\X regression …

Cellwise outliers are widespread in real world data analysis. Traditional robust methods may
fail when applied to datasets under such contamination. We introduce a variable selection …

Outliers are widespread in real-world datasets. Recognizing outliers and running robust
analyses is still a challenging topic. Recently, there has been increased attention on …

All submissions to the journal should be submitted online at http://mc. manuscriptcentral.
com/teachstats. Full instructions and support are available on the site and a user ID and …