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Sensitivity Analysis for Importance Assessment

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Cited by:

  1. Madhusudanan Navinchandran & Michael E. Sharp & Michael P. Brundage & Thurston B. Sexton, 2022. "Discovering critical KPI factors from natural language in maintenance work orders," Journal of Intelligent Manufacturing, Springer, vol. 33(6), pages 1859-1877, August.
  2. Pengfei Wei & Zhenzhou Lu & Jingwen Song, 2014. "Uncertainty Importance Analysis Using Parametric Moment Ratio Functions," Risk Analysis, John Wiley & Sons, vol. 34(2), pages 223-234, February.
  3. Li, Haihe & Wang, Pan & Huang, Xiaoyu & Zhang, Zheng & Zhou, Changcong & Yue, Zhufeng, 2021. "Vine copula-based parametric sensitivity analysis of failure probability-based importance measure in the presence of multidimensional dependencies," Reliability Engineering and System Safety, Elsevier, vol. 215(C).
  4. Emanuele Borgonovo, 2006. "Measuring Uncertainty Importance: Investigation and Comparison of Alternative Approaches," Risk Analysis, John Wiley & Sons, vol. 26(5), pages 1349-1361, October.
  5. Jung, WoongHee & Taflanidis, Alexandros A., 2023. "Efficient global sensitivity analysis for high-dimensional outputs combining data-driven probability models and dimensionality reduction," Reliability Engineering and System Safety, Elsevier, vol. 231(C).
  6. Wang, Zhenqiang & Jia, Gaofeng, 2020. "Augmented sample-based approach for efficient evaluation of risk sensitivity with respect to epistemic uncertainty in distribution parameters," Reliability Engineering and System Safety, Elsevier, vol. 197(C).
  7. Makam, Vaishno Devi & Millossovich, Pietro & Tsanakas, Andreas, 2021. "Sensitivity analysis with χ2-divergences," Insurance: Mathematics and Economics, Elsevier, vol. 100(C), pages 372-383.
  8. Isadora Antoniano‐Villalobos & Emanuele Borgonovo & Sumeda Siriwardena, 2018. "Which Parameters Are Important? Differential Importance Under Uncertainty," Risk Analysis, John Wiley & Sons, vol. 38(11), pages 2459-2477, November.
  9. Changcong Zhou & Zhenzhou Lu & Guijie Li, 2013. "A new algorithm for variance-based importance measures and importance kernel sensitivity," Journal of Risk and Reliability, , vol. 227(1), pages 16-27, February.
  10. S. Cucurachi & E. Borgonovo & R. Heijungs, 2016. "A Protocol for the Global Sensitivity Analysis of Impact Assessment Models in Life Cycle Assessment," Risk Analysis, John Wiley & Sons, vol. 36(2), pages 357-377, February.
  11. Jiacheng Liu & Haiyun Liu & Cong Zhang & Jiyin Cao & Aibo Xu & Jiwei Hu, 2024. "Derivative-Variance Hybrid Global Sensitivity Measure with Optimal Sampling Method Selection," Mathematics, MDPI, vol. 12(3), pages 1-15, January.
  12. Sokratis Stoumpos & Gerasimos Theotokatos, 2020. "Multiobjective Optimisation of a Marine Dual Fuel Engine Equipped with Exhaust Gas Recirculation and Air Bypass Systems," Energies, MDPI, vol. 13(19), pages 1-20, September.
  13. Yakup Çelikbilek & Sarbast Moslem, 2023. "A grey multi criteria decision making application for analyzing the essential reasons of recurrent lane change," OPSEARCH, Springer;Operational Research Society of India, vol. 60(2), pages 916-941, June.
  14. Elmar Plischke & Emanuele Borgonovo, 2020. "Fighting the Curse of Sparsity: Probabilistic Sensitivity Measures From Cumulative Distribution Functions," Risk Analysis, John Wiley & Sons, vol. 40(12), pages 2639-2660, December.
  15. Tan-Quoc Duong & Sung-Jin Choi, 2024. "Moving Discretized Control Set Model Predictive Control with Dominant Parameter Identification Strategy for Dual Active Bridge Converters," Mathematics, MDPI, vol. 12(4), pages 1-23, February.
  16. Tatsuya Sakurahara & Seyed Reihani & Ernie Kee & Zahra Mohaghegh, 2020. "Global importance measure methodology for integrated probabilistic risk assessment," Journal of Risk and Reliability, , vol. 234(2), pages 377-396, April.
  17. Terje Aven, 2020. "Risk Science Contributions: Three Illustrating Examples," Risk Analysis, John Wiley & Sons, vol. 40(10), pages 1889-1899, October.
  18. Liu, Xing & Ferrario, Elisa & Zio, Enrico, 2019. "Identifying resilient-important elements in interdependent critical infrastructures by sensitivity analysis," Reliability Engineering and System Safety, Elsevier, vol. 189(C), pages 423-434.
  19. C. L. Smith & E. Borgonovo, 2007. "Decision Making During Nuclear Power Plant Incidents—A New Approach to the Evaluation of Precursor Events," Risk Analysis, John Wiley & Sons, vol. 27(4), pages 1027-1042, August.
  20. Xing Pan & Lunhu Hu & Ziling Xin & Shenghan Zhou & Yanmei Lin & Yong Wu, 2018. "Risk Scenario Generation Based on Importance Measure Analysis," Sustainability, MDPI, vol. 10(9), pages 1-18, September.
  21. Song, Shufang & Zhou, Tong & Wang, Lu & Kucherenko, Sergei & Lu, Zhenzhou, 2019. "Derivative-based new upper bound of Sobol’ sensitivity measure," Reliability Engineering and System Safety, Elsevier, vol. 187(C), pages 142-148.
  22. Christine L. Berner & Andrea Staid & Roger Flage & Seth D. Guikema, 2017. "The Use of Simulation to Reduce the Domain of “Black Swans” with Application to Hurricane Impacts to Power Systems," Risk Analysis, John Wiley & Sons, vol. 37(10), pages 1879-1897, October.
  23. Chanhee Lee & Catherine Apio & Taesung Park, 2021. "Estimation of Undetected Asymptomatic COVID-19 Cases in South Korea Using a Probabilistic Model," IJERPH, MDPI, vol. 18(9), pages 1-9, May.
  24. Marco Percoco, 2006. "A Note on the Inoperability Input‐Output Model," Risk Analysis, John Wiley & Sons, vol. 26(3), pages 589-594, June.
  25. Paleari, Livia & Movedi, Ermes & Zoli, Michele & Burato, Andrea & Cecconi, Irene & Errahouly, Jabir & Pecollo, Eleonora & Sorvillo, Carla & Confalonieri, Roberto, 2021. "Sensitivity analysis using Morris: Just screening or an effective ranking method?," Ecological Modelling, Elsevier, vol. 455(C).
  26. Wenbin Ruan & Zhenzhou Lu & Longfei Tian, 2013. "A modified variance-based importance measure and its solution by state dependent parameter," Journal of Risk and Reliability, , vol. 227(1), pages 3-15, February.
  27. WoongHee Jung & Aikaterini P. Kyprioti & Ehsan Adeli & Alexandros A. Taflanidis, 2023. "Exploring the sensitivity of probabilistic surge estimates to forecast errors," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 115(2), pages 1371-1409, January.
  28. Fawaz K. Alalhareth & Mohammed H. Alharbi & Mahmoud A. Ibrahim, 2023. "Modeling Typhoid Fever Dynamics: Stability Analysis and Periodic Solutions in Epidemic Model with Partial Susceptibility," Mathematics, MDPI, vol. 11(17), pages 1-26, August.
  29. Andrea Saltelli & Arnald Puy, 2023. "What can mathematical modelling contribute to a sociology of quantification?," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-8, December.
  30. Wang, Zhenqiang & Jia, Gaofeng, 2023. "Extended sample-based approach for efficient sensitivity analysis of group of random variables," Reliability Engineering and System Safety, Elsevier, vol. 231(C).
  31. Dongjin Yu & Byoungjae Kim & Hyunjin Ji & Sangseok Yu, 2022. "Sensitivity Analysis of High-Pressure Methanol—Steam Reformer Using the Condensation Enthalpy of Water Vapor," Energies, MDPI, vol. 15(10), pages 1-18, May.
  32. Kunz, Nathan & Chesney, Thomas & Trautrims, Alexander & Gold, Stefan, 2023. "Adoption and transferability of joint interventions to fight modern slavery in food supply chains," International Journal of Production Economics, Elsevier, vol. 258(C).
  33. Si Ha & Hirokazu Tatano & Nobuhito Mori & Toshio Fujimi & Xinyu Jiang, 2021. "Cost–benefit analysis of adaptation to storm surge due to climate change in Osaka Bay, Japan," Climatic Change, Springer, vol. 169(3), pages 1-20, December.
  34. Li, Min & Wang, Ruo-Qian & Jia, Gaofeng, 2020. "Efficient dimension reduction and surrogate-based sensitivity analysis for expensive models with high-dimensional outputs," Reliability Engineering and System Safety, Elsevier, vol. 195(C).
  35. Michael Fotiadis & Michael L Polemis, 2018. "The Role of Sustainability‐Related Strategies on the Biofuel Industry: Trends, Prospects and Challenges," Business Strategy and the Environment, Wiley Blackwell, vol. 27(6), pages 757-772, September.
  36. Amin, Md. Tanjin & Khan, Faisal & Imtiaz, Syed, 2018. "Dynamic availability assessment of safety critical systems using a dynamic Bayesian network," Reliability Engineering and System Safety, Elsevier, vol. 178(C), pages 108-117.
  37. Zihan Liu & Dong Jing & Yu Han & Jingxin Yu & Tiangang Lu & Lili Zhangzhong, 2022. "Spatiotemporal Distribution Characteristics and Influencing Factors Analysis of Reference Evapotranspiration in Beijing–Tianjin–Hebei Region from 1990 to 2019 under Climate Change," Sustainability, MDPI, vol. 14(10), pages 1-22, May.
  38. Yun, Wanying & Lu, Zhenzhou & Feng, Kaixuan & Li, Luyi, 2019. "An elaborate algorithm for analyzing the Borgonovo moment-independent sensitivity by replacing the probability density function estimation with the probability estimation," Reliability Engineering and System Safety, Elsevier, vol. 189(C), pages 99-108.
  39. Xiong, Qingwen & Du, Peng & Deng, Jian & Huang, Daishun & Song, Gongle & Qian, Libo & Wu, Zenghui & Luo, Yuejian, 2022. "Global sensitivity analysis for nuclear reactor LBLOCA with time-dependent outputs," Reliability Engineering and System Safety, Elsevier, vol. 221(C).
  40. Barry Anderson & Emanuele Borgonovo & Marzio Galeotti & Roberto Roson, 2014. "Uncertainty in Climate Change Modeling: Can Global Sensitivity Analysis Be of Help?," Risk Analysis, John Wiley & Sons, vol. 34(2), pages 271-293, February.
  41. Emanuele Borgonovo, 2008. "Sensitivity Analysis of Model Output with Input Constraints: A Generalized Rationale for Local Methods," Risk Analysis, John Wiley & Sons, vol. 28(3), pages 667-680, June.
  42. Hanthanan Arachchilage, Kalpana & Hussaini, Mohammed Yousuff, 2021. "Ranking non-pharmaceutical interventions against Covid-19 global pandemic using global sensitivity analysis—Effect on number of deaths," Chaos, Solitons & Fractals, Elsevier, vol. 152(C).
  43. Perry C. Oddo & Ben S. Lee & Gregory G. Garner & Vivek Srikrishnan & Patrick M. Reed & Chris E. Forest & Klaus Keller, 2020. "Deep Uncertainties in Sea‐Level Rise and Storm Surge Projections: Implications for Coastal Flood Risk Management," Risk Analysis, John Wiley & Sons, vol. 40(1), pages 153-168, January.
  44. Mariem Ellouze & Jean‐Pierre Gauchi & Jean‐Christophe Augustin, 2010. "Global Sensitivity Analysis Applied to a Contamination Assessment Model of Listeria monocytogenes in Cold Smoked Salmon at Consumption," Risk Analysis, John Wiley & Sons, vol. 30(5), pages 841-852, May.
  45. Yicheng Zhou & Zhenzhou Lu & Yan Shi & Kai Cheng, 2019. "A vine copula–based method for analyzing the moment-independent importance measure of the multivariate output," Journal of Risk and Reliability, , vol. 233(3), pages 338-354, June.
  46. Emanuele Borgonovo, 2010. "A Methodology for Determining Interactions in Probabilistic Safety Assessment Models by Varying One Parameter at a Time," Risk Analysis, John Wiley & Sons, vol. 30(3), pages 385-399, March.
  47. H. Christopher Frey, 2002. "Introduction to Special Section on Sensitivity Analysis and Summary of NCSU/USDA Workshop on Sensitivity Analysis," Risk Analysis, John Wiley & Sons, vol. 22(3), pages 539-545, June.
  48. He, Xiang & Yuan, Yongbo, 2022. "Revisiting driving factor influences on uncertain cascading disaster evolutions: From perspective of global sensitivity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 597(C).
  49. Rabitti, Giovanni & Borgonovo, Emanuele, 2020. "Is mortality or interest rate the most important risk in annuity models? A comparison of sensitivity analysis methods," Insurance: Mathematics and Economics, Elsevier, vol. 95(C), pages 48-58.
  50. Emanuele Borgonovo, 2008. "Epistemic Uncertainty in the Ranking and Categorization of Probabilistic Safety Assessment Model Elements: Issues and Findings," Risk Analysis, John Wiley & Sons, vol. 28(4), pages 983-1001, August.
  51. Sohrabpour, Vahid & Oghazi, Pejvak & Toorajipour, Reza & Nazarpour, Ali, 2021. "Export sales forecasting using artificial intelligence," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
  52. Emanuele Borgonovo & William Castaings & Stefano Tarantola, 2011. "Moment Independent Importance Measures: New Results and Analytical Test Cases," Risk Analysis, John Wiley & Sons, vol. 31(3), pages 404-428, March.
  53. Andreas Tsanakas & Pietro Millossovich, 2016. "Sensitivity Analysis Using Risk Measures," Risk Analysis, John Wiley & Sons, vol. 36(1), pages 30-48, January.
  54. Xin Xu & Zhenzhou Lu & Xiaopeng Luo, 2014. "A Stable Approach Based on Asymptotic Space Integration for Moment‐Independent Uncertainty Importance Measure," Risk Analysis, John Wiley & Sons, vol. 34(2), pages 235-251, February.
  55. Marek Walacik & Małgorzata Renigier‐Biłozor & Aneta Chmielewska & Artur Janowski, 2020. "Property sustainable value versus highest and best use analyzes," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(6), pages 1755-1772, November.
  56. Oluwatomi Adetunji & John Bischoff & Christopher J. Willy, 2018. "Managing system obsolescence via multicriteria decision making," Systems Engineering, John Wiley & Sons, vol. 21(4), pages 307-321, July.
  57. Gonnet, Gaston H. & Stewart, John & Lafleur, Joseph & Keith, Stephen & McLellan, Mark & Jiang-Gorsline, David & Snider, Tim, 2021. "Analysis of feature influence on Covid-19 Death Rate Per Country Using a Novel Orthogonalization Technique," MetaArXiv 4kw2n, Center for Open Science.
  58. Eunji Koh & Younghoon Kim, 2022. "Risk Association of Liver Cancer and Hepatitis B with Tree Ensemble and Lifestyle Features," IJERPH, MDPI, vol. 19(22), pages 1-16, November.
  59. Abdur Rahim Hamidi & Jiangwei Wang & Shiyao Guo & Zhongping Zeng, 2020. "Flood vulnerability assessment using MOVE framework: a case study of the northern part of district Peshawar, Pakistan," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 101(2), pages 385-408, March.
  60. Derennes, Pierre & Morio, Jérôme & Simatos, Florian, 2019. "A nonparametric importance sampling estimator for moment independent importance measures," Reliability Engineering and System Safety, Elsevier, vol. 187(C), pages 3-16.
  61. Mohammed H. Alharbi & Fawaz K. Alalhareth & Mahmoud A. Ibrahim, 2023. "Analyzing the Dynamics of a Periodic Typhoid Fever Transmission Model with Imperfect Vaccination," Mathematics, MDPI, vol. 11(15), pages 1-26, July.
  62. Anh-Tu Nguyen & Shih-Hao Lu & Phuc Thanh Thien Nguyen, 2021. "Validating and Forecasting Carbon Emissions in the Framework of the Environmental Kuznets Curve: The Case of Vietnam," Energies, MDPI, vol. 14(11), pages 1-38, May.
  63. Qiu, Waishan & Chang, Hector, 2021. "The interplay between dockless bikeshare and bus for small-size cities in the US: A case study of Ithaca," Journal of Transport Geography, Elsevier, vol. 96(C).
  64. Moustapha Touré & Christian R. C. Kouakou & Thomas G. Poder, 2021. "Dimensions Used in Instruments for QALY Calculation: A Systematic Review," IJERPH, MDPI, vol. 18(9), pages 1-22, April.
  65. Kamoonpuri, Sana Zehra & Sengar, Anita, 2023. "Hi, May AI help you? An analysis of the barriers impeding the implementation and use of artificial intelligence-enabled virtual assistants in retail," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
  66. Francesco Polese & Carmen Gallucci & Luca Carrubbo & Rosalia Santulli, 2021. "Predictive Maintenance as a Driver for Corporate Sustainability: Evidence from a Public-Private Co-Financed R&D Project," Sustainability, MDPI, vol. 13(11), pages 1-21, May.
  67. Yu, Bo & Liu, Xueqing & Ji, Chao & Sun, Hua, 2023. "Greenhouse gas mitigation strategies and decision support for the utilization of agricultural waste systems: A case study of Jiangxi Province, China," Energy, Elsevier, vol. 265(C).
  68. Busby, J.S., 2019. "The co-evolution of competition and parasitism in the resource-based view: A risk model of product counterfeiting," European Journal of Operational Research, Elsevier, vol. 276(1), pages 300-313.
  69. M. Punniyamoorthy & Sarin Abraham & Jose Joy Thoppan, 2023. "A Method to Select Best Among Multi-Nash Equilibria," Studies in Microeconomics, , vol. 11(1), pages 101-127, April.
  70. Wenbin Ruan & Zhenzhou Lu & Pengfei Wei, 2013. "Estimation of conditional moment by moving least squares and its application for importance analysis," Journal of Risk and Reliability, , vol. 227(6), pages 641-650, December.
  71. Luyi Li & Zhenzhou Lu, 2016. "A new algorithm for importance analysis of the inputs with distribution parameter uncertainty," International Journal of Systems Science, Taylor & Francis Journals, vol. 47(13), pages 3065-3077, October.
  72. Pieter Busschaert & Annemie H. Geeraerd & Mieke Uyttendaele & Jan F. Van Impe, 2011. "Sensitivity Analysis of a Two‐Dimensional Quantitative Microbiological Risk Assessment: Keeping Variability and Uncertainty Separated," Risk Analysis, John Wiley & Sons, vol. 31(8), pages 1295-1307, August.
  73. Vincent Tesson & Michel Federighi & Enda Cummins & Juliana de Oliveira Mota & Sandrine Guillou & Géraldine Boué, 2020. "A Systematic Review of Beef Meat Quantitative Microbial Risk Assessment Models," IJERPH, MDPI, vol. 17(3), pages 1-28, January.
  74. Hongyang Chu & Xinwei Liao & Peng Dong & Zhiming Chen & Xiaoliang Zhao & Jiandong Zou, 2019. "An Automatic Classification Method of Well Testing Plot Based on Convolutional Neural Network (CNN)," Energies, MDPI, vol. 12(15), pages 1-27, July.
  75. Pesenti, Silvana M. & Millossovich, Pietro & Tsanakas, Andreas, 2019. "Reverse sensitivity testing: What does it take to break the model?," European Journal of Operational Research, Elsevier, vol. 274(2), pages 654-670.
  76. Yishang Zhang & Yongshou Liu & Xufeng Yang & Bin Zhao, 2015. "An efficient Kriging method for global sensitivity of structural reliability analysis with non-probabilistic convex model," Journal of Risk and Reliability, , vol. 229(5), pages 442-455, October.
  77. Tong, Ming-Na & Zhao, Yan-Gang & Lu, Zhao-Hui, 2021. "Normal transformation for correlated random variables based on L-moments and its application in reliability engineering," Reliability Engineering and System Safety, Elsevier, vol. 207(C).
  78. Xie, Qing & Wang, Jiamin & Kim, Giyeong & Lee, Soobin & Song, Min, 2021. "A sensitivity analysis of factors influential to the popularity of shared data in data repositories," Journal of Informetrics, Elsevier, vol. 15(3).
  79. Matieyendou Lamboni & Moez Sanaa & Fanny Tenenhaus‐Aziza, 2014. "Sensitivity Analysis for Critical Control Points Determination and Uncertainty Analysis to Link FSO and Process Criteria: Application to Listeria monocytogenes in Soft Cheese Made from Pasteurized Mil," Risk Analysis, John Wiley & Sons, vol. 34(4), pages 751-764, April.
  80. Pengfei Wei & Zhenzhou Lu & Jingwen Song, 2014. "Moment‐Independent Sensitivity Analysis Using Copula," Risk Analysis, John Wiley & Sons, vol. 34(2), pages 210-222, February.
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