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Technometrics Volume 56, 2014 - Issue 4
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Original Articles

An Efficient Screening Method for Computer Experiments

Alexis BoukouvalasDepartment of Computer ScienceAston UniversityBirminghamB4 7ET, UK ([email protected])
,
John Paul GoslingSchool of Mathematical Sciences at Queen MaryUniversity of LondonLondonWC1E 7HU, UK ([email protected])
&
Hugo Maruri-AguilarDepartment of StatisticsUniversity of LeedsLeedsLS2 9JT, UK ([email protected])
Pages 422-431 | Received 01 Feb 2012, Published online: 10 Dec 2014

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En Xie, Chanseok Park, Lijun Liu, Jian Zhou & Yizhong Ma. (2023) Improving the efficiency and efficacy of robust sequential bifurcation under data contamination. Communications in Statistics - Simulation and Computation 0:0, pages 1-17.
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Yunfei Wei, Daijun Chen & Shifeng Xiong. (2022) Projection pursuit emulation for many-input computer experiments. Communications in Statistics - Theory and Methods 51:17, pages 6078-6090.
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Yan Wang & Rui Tuo. (2020) Semi-parametric adjustment to computer models. Statistics 54:6, pages 1255-1275.
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Articles from other publishers (17)

Hui Chen, Linhan Ouyang, Lijun Liu & Yizhong Ma. (2024) A multi-fidelity surrogate modeling method in the presence of non-hierarchical low-fidelity data. Aerospace Science and Technology 146, pages 108928.
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Wen Shi, Ao Chen & Xiang Xie. (2024) Generating and validating cluster sampling matrices for model-free factor screening. European Journal of Operational Research 313:1, pages 241-257.
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D. V. Likhachev. (2023) On the selection of Morris trajectories for parametric sensitivity analysis in spectroscopic ellipsometry modeling. Journal of Applied Physics 134:18.
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Wen Shi, Qing Zhou & Yanju Zhou. (2023) An efficient elementary effect-based method for sensitivity analysis in identifying main and two-factor interaction effects. Reliability Engineering & System Safety 237, pages 109365.
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Hao Chen, Yan Zhang & Xue Yang. (2020) Uniform projection nested Latin hypercube designs. Statistical Papers 62:4, pages 2031-2045.
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Wen Shi & Xi Chen. (2020) Cluster sampling for Morris method made easy. Naval Research Logistics (NRL) 68:4, pages 412-433.
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Jinglai Wu. (2020) A new sequential space-filling sampling strategy for elementary effects-based screening method. Applied Mathematical Modelling 83, pages 419-437.
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Wen ShiXi Chen & Jennifer Shang. (2019) An Efficient Morris Method-Based Framework for Simulation Factor Screening. INFORMS Journal on Computing 31:4, pages 745-770.
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Wen Shi & Xi Chen. (2019) Controlled Morris method: A new factor screening approach empowered by a distribution-free sequential multiple testing procedure. Reliability Engineering & System Safety 189, pages 299-314.
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John Paul Gosling. (2019) The importance of mathematical modelling in chemical risk assessment and the associated quantification of uncertainty. Computational Toxicology 10, pages 44-50.
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Lijun Liu, Yizhong Ma, Chanseok Park & Jai-Hyun Byun. (2019) Robust sequential bifurcation for simulation factor screening under data contamination. Computers & Industrial Engineering 129, pages 102-112.
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Wen Shi & Xi Chen. (2018) Efficient budget allocation strategies for elementary effects method in stochastic simulation. Naval Research Logistics (NRL) 65:3, pages 218-241.
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Wen Shi & Xi Chen. (2017) Controlled Morris method: A new distribution-free sequential testing procedure for factor screening. Controlled Morris method: A new distribution-free sequential testing procedure for factor screening.
David C. Woods & Susan M. Lewis. 2017. Handbook of Uncertainty Quantification. Handbook of Uncertainty Quantification 1143 1185 .
Wen Shi, Jennifer Shang & Zhang Zhigang. (2016) Simulation screening and false discovery rate control for both main and interaction effects. Simulation screening and false discovery rate control for both main and interaction effects.
Jack P.C. KleijnenJack P. C. Kleijnen. 2015. Design and Analysis of Simulation Experiments. Design and Analysis of Simulation Experiments 135 178 .
David C. Woods & Susan M. Lewis. 2016. Handbook of Uncertainty Quantification. Handbook of Uncertainty Quantification 1 43 .

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