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Global Sensitivity Analysis with Value of Information
2017All of the sensitivity measures that have been defined thus far are measures of value sensitivity. In other words, they measure the change in value (or distribution) of the model output Y as we obtain information about \(X_{i}.\)
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Global Sensitivity Analysis via Optimal Transport
Management ScienceWe examine the construction of variable importance measures for multivariate responses using the theory of optimal transport. We start with the classical optimal transport formulation. We show that the resulting sensitivity indices are well-defined under input dependence, are equal to zero under statistical independence, and are maximal under fully ...
Borgonovo, Emanuele +3 more
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Metabolomics in cancer research and emerging applications in clinical oncology
Ca-A Cancer Journal for Clinicians, 2021Daniel R Schmidt +2 more
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Integrative oncology: Addressing the global challenges of cancer prevention and treatment
Ca-A Cancer Journal for Clinicians, 2022Lorenzo Cohen +2 more
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Cervical cancer prevention and control in women living with human immunodeficiency virus
Ca-A Cancer Journal for Clinicians, 2021Philip E Castle, Vikrant V Sahasrabuddhe
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The global burden of lung cancer: current status and future trends
Nature Reviews Clinical Oncology, 2023Amanda Leiter
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