Publication
Title
The partial robust M-approach
Author
Abstract
The PLS approach is a widely used technique to estimate path models relating various blocks of variables measured from the same population. It is frequently applied in the social sciences and in economics. In this type of applications, deviations from normality and outliers may occur, leading to an efficiency loss or even biased results. In the current paper, a robust path model estimation technique is being proposed, the partial robust M (PRM) approach. In an example its benefits are illustrated.
Language
English
Source (book)
29th Annual Conference of the German Classification Society, March 9-11, 2005, Otto Guericke University Magdeburg, Magdeburg, Germany
Publication
Berlin : Springer, 2006
ISBN
3-540-31313-3
Volume/pages
p. 230-237
ISI
000236886800027
Full text (Publisher's DOI)
UAntwerpen
Faculty/Department
Research group
Publication type
Subject
Affiliation
Publications with a UAntwerp address
External links
Web of Science
Record
Identification
Creation 24.02.2012
Last edited 07.11.2017
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