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Technometrics Volume 58, 2016 - Issue 2
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Original Articles

Monotonic Quantile Regression With Bernstein Polynomials for Stochastic Simulation

Matthias H. Y. TanSystems Engineering and Engineering Management Department, City University of Hong Kong, Hong Kong ([email protected])
Pages 180-190 | Received 01 Aug 2014, Published online: 18 Apr 2016

Citations (15)

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Read on this site (5)

Linhan Ouyang, Mei Han, Yizhong Ma, Min Wang & Chanseok Park. (2023) Simulation optimization using stochastic kriging with robust statistics. Journal of the Operational Research Society 74:3, pages 623-636.
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Lanqing Hong, Matthias Hwai Yong Tan & Zhi-Sheng Ye. (2020) Nonparametric link functions with shape constraints in stochastic degradation processes: Application to emerging contaminants. Journal of Quality Technology 52:4, pages 370-384.
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Guilin Li, Matthias Hwai-yong Tan & Szu Hui Ng. (2019) Metamodel-based optimization of stochastic computer models for engineering design under uncertain objective function. IISE Transactions 51:5, pages 517-530.
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Matthias H. Y. Tan & Guilin Li. (2019) Gaussian Process Modeling Using the Principle of Superposition. Technometrics 61:2, pages 202-218.
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Matthias Hwai Yong Tan. (2017) Monotonic Metamodels for Deterministic Computer Experiments. Technometrics 59:1, pages 1-10.
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Articles from other publishers (10)

Qifang Liu, Qingpei Hu, Jinfeng Zhou, Dan Yu & Huadong Mo. (2023) Remaining Useful Life Prediction of PV Systems Under Dynamic Environmental Conditions. IEEE Journal of Photovoltaics 13:4, pages 590-602.
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Mei Han & Linhan Ouyang. (2022) A novel Bayesian approach for multi-objective stochastic simulation optimization. Swarm and Evolutionary Computation 75, pages 101192.
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Qifang Liu, Qingpei Hu & Dan Yu. (2022) Photovoltaic Systems Degradation Modeling Under Dynamic Environmental Profiles. Photovoltaic Systems Degradation Modeling Under Dynamic Environmental Profiles.
Zhiwei Yong, Junnan Xiong, Zegen Wang, Weiming Cheng, Jiawei Yang & Quan Pang. (2021) Relationship of extreme precipitation, surface air temperature, and dew point temperature across the Tibetan Plateau. Climatic Change 165:1-2.
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Muhammad D. Robani, Pramudita S. Palar & Lavi Rizki Zuhal. (2021) Heteroscedastic Gaussian Process Regression using Nearest Neighbor Point Estimates. Heteroscedastic Gaussian Process Regression using Nearest Neighbor Point Estimates.
John Bjørnar Bremnes. (2020) Ensemble Postprocessing Using Quantile Function Regression Based on Neural Networks and Bernstein Polynomials. Monthly Weather Review 148:1, pages 403-414.
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Haider Ali & Vimal Mishra. (2017) Contrasting response of rainfall extremes to increase in surface air and dewpoint temperatures at urban locations in India. Scientific Reports 7:1.
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Jack P.C. KleijnenJack P. C. Kleijnen. 2015. Design and Analysis of Simulation Experiments. Design and Analysis of Simulation Experiments 179 239 .
Jack P.C. KleijnenJack P. C. Kleijnen. 2015. Design and Analysis of Simulation Experiments. Design and Analysis of Simulation Experiments 135 178 .
Jack P.C. KleijnenJack P. C. Kleijnen. 2015. Design and Analysis of Simulation Experiments. Design and Analysis of Simulation Experiments 83 133 .

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