OUTLIER ROBUST DRAPER & LIN DESIGNS

Design robustness to a single outlier is studied for Draper (1990)designs by introducing and applying minimax outlier effect criterion. The criterion uses outlying effect of design points and attempts to minimizes the maximum outlying effect for a design point to have design with almost equal outlyi...

Full description

Saved in:
Bibliographic Details
Published in:Pakistan journal of statistics and operation research 2011-01, Vol.7 (1), p.87
Main Author: Siddiqi, Ahmed Faisal
Format: Article
Language:English
Subjects:
Adjustment
Criteria
Equivalence
Minimax technique
Operations research
Resultants
Robustness
Statistics
Citations: Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:Design robustness to a single outlier is studied for Draper (1990)designs by introducing and applying minimax outlier effect criterion. The criterion uses outlying effect of design points and attempts to minimizes the maximum outlying effect for a design point to have design with almost equal outlying effects and the design is adjusted for maximum outlying effect. Resultant outlier robust Draper & Lin designs have been exhibited as more compact, so less resource intensive, as compare to the other existing equivalent designs.
ISSN:1816-2711
2220-5810
DOI:10.18187/pjsor.v7i1.179