Statistical Analysis of Complex Data with Robust and Related Statistical Methods (SACD)

Summary

In almost any area of scientific research there is an increasing availability of data. These data sets are not only becoming larger in size, but also in complexity.  Extracting essential features and finding structures and relations in datasets can be done with statistical methods.  But it was observed that many classical statistical techniques are not resistant in presence of outliers and become completely invalid.

Duration

3 years, from January 2004 to December 2006.