National Repository of Grey Literature 2 records found  Search took 0.00 seconds. 
The methods for detection of the outliers and influential points based on method of least squares in linear regression analysis. The qualitative comparison with the detection methods based on robust regression.
Potůčková, Lenka ; Bašta, Milan (advisor) ; Blatná, Dagmar (referee)
This Thesis deals with the methods for detection of the outliers and influential points based on method of least squares. The first part of the thesis summarizes the teoretical findings of the method of least squares and both methods for detection of the outliers and influential points based on the method of least squares and also based on robust regression. The practical part of this thesis deals with the application of classic methods for detection of the outliers and influential points on three types of datasets (artifical data, data from specialized literature and real data). The results of the application are subject to qualitative comparisson with the results produced by the methods for detection of the outliers and influentials point based on the robust regression.

See also: similar author names
2 POTŮČKOVÁ, Lenka
6 Potůčková, Lucie
Interested in being notified about new results for this query?
Subscribe to the RSS feed.