Analýza možností využití robustních charakteristik v regresní analýze

Abstract

The master thesis is focused on the use of robust characteristics. It is divided into three main parts, a theoretical part, calculation part and the part containing the processing recommendations. The aim is to deal with one of the problems that can occur, the occurrence of outliers in the data. In this work are compared classical characteristics with robust characteristics and the changes of these characteristics in the data without outliers and in the data with outliers.