THE STEPWISE RESPONSE REFINEMENT SCREENER (SRRS) AND ITS APPLICATIONS TO ANALYSIS OF FACTORIAL EXPERIMENTS

Frederick Kin Hing Phoa

Abstract

Two-level supersaturated designs are very useful in the screening experiments and the common goal is to identify sparse but dominant active factors with low cost. Recently, a new analysis procedure called the Stepwise Response Refinement Screener (SRRS) method is proposed to screen important effects. This paper extends this method to the two-level nonregular fractional factorial designs. The applications to several reallife examples suggest that the SRRS method is able to retrieve similar results as the existing methods do. Simulation studies show that compared to existing methods in the literature, the SRRS method performs well in terms of the true model identification rate and the average model size.

References

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Paper Citation


in Harvard Style

Kin Hing Phoa F. (2012). THE STEPWISE RESPONSE REFINEMENT SCREENER (SRRS) AND ITS APPLICATIONS TO ANALYSIS OF FACTORIAL EXPERIMENTS . In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-8425-98-0, pages 157-161. DOI: 10.5220/0003711101570161


in Bibtex Style

@conference{icpram12,
author={Frederick Kin Hing Phoa},
title={THE STEPWISE RESPONSE REFINEMENT SCREENER (SRRS) AND ITS APPLICATIONS TO ANALYSIS OF FACTORIAL EXPERIMENTS},
booktitle={Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2012},
pages={157-161},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003711101570161},
isbn={978-989-8425-98-0},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - THE STEPWISE RESPONSE REFINEMENT SCREENER (SRRS) AND ITS APPLICATIONS TO ANALYSIS OF FACTORIAL EXPERIMENTS
SN - 978-989-8425-98-0
AU - Kin Hing Phoa F.
PY - 2012
SP - 157
EP - 161
DO - 10.5220/0003711101570161