Modern methods for the detection of multivariate outliers

AbstractThe presence of outliers can very problematic in data analysis, leading statisticians to develop a wide variety of methods for identifying them in both the univariate and multivariate contexts. In case of the latter, perhaps the most popular approach has been Mahalanobis distance, where lar...

Full description

Saved in:
Bibliographic Details
Main Author: Holmes eFinch
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2012-07-01
Series:Frontiers in Psychology
Subjects:
outliers
Mahalanobis distance
Minimum Covariance Determinant
Minimum Generalized Variance
Minimum Volume Ellipsoid
projection
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2012.00211/full
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items