Citation
Majid, Amani and Haron, Kassim and Midi, Habshah
(2010)
Hodges Lehmann estimator for robust design using Dual Response Surface Approach.
Australian Journal of Basic and Applied Sciences, 4 (8).
pp. 3418-3423.
ISSN 1991-8178
Abstract
In this paper, we proposed the usage of the robust Hodges Lehmann estimator (HLE) as a location measure in the construction of optimal designs using the Dual Response Surface Approach (DRSA) where the location and scale measures were incorporated simultaneously into the model. The performance of six models with different pairs of location and scale estimators were compared. The results from a simulation study showed that for the non-normal and normal distribution with contaminated data, the model using HLE and inter-quartile range (IQR) performed better than the pair of the sample median and IQR as achieved by Park and Cho (2002).
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Additional Metadata
| Item Type: | Article |
|---|---|
| Divisions: | Faculty of Science |
| Publisher: | American-Eurasian Network for Scientific Information |
| Keywords: | Robust design; Taguchi method; Dual response; Hodges-Lehmann estimator; Expected bias |
| Depositing User: | Najwani Amir Sariffudin |
| Date Deposited: | 08 Nov 2013 07:43 |
| Last Modified: | 24 Sep 2018 06:54 |
| URI: | http://psasir.upm.edu.my/id/eprint/15023 |
| Statistic Details: | View Download Statistic |
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