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Local Sensitivity and Diagnostic Tests [PDF]
The Econometrics Journal, 2004 In this paper we confront sensitivity analysis with diagnostic testing.Every model is misspecified, but a model is useful if the parameters of interest (the focus) are not sensitive to small perturbations in the underlying assumptions. The study of the e
Magnus, J.R., Vasnev, A.L.
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Energies, 2023 In the process of parameter identification, sensitivity analysis is mainly used to determine key parameters with high sensitivity in the model. Sensitivity analysis methods include local sensitivity analysis (LSA) and global sensitivity analysis (GSA ...
Chuan Qin +4 more
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Quantum circuit debugging and sensitivity analysis via local inversions [PDF]
Quantum, 2023 As the width and depth of quantum circuits implemented by state-of-the-art quantum processors rapidly increase, circuit analysis and assessment via classical simulation are becoming unfeasible. It is crucial, therefore, to develop new methods to identify
Fernando A. Calderon-Vargas +3 more
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A Review on Local Failure Probability Sensitivity Analysis
Applied Sciences, 2023 When assessing the reliability of a system, a mathematical model is often defined to replicate the system’s behavior. The inputs of the system are then gathered into two categories, random inputs and deterministic inputs.
Marie Chiron +2 more
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Axioms, 2023 Market segmentation is one of the key marketing activities to target the potential market for a product, which allows the firm to have a better understanding of their customers.
Pradeep Kumar +3 more
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Antibiotics, 2021 Antimicrobial stewardship programs (ASPs) have been suggested to reduce antimicrobial resistance phenomena in veterinary medicine, as antibiotics are commonly used without microbiological confirmation. The aim of the present study is to design a specific
Cristina Vercelli +4 more
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Local Sensitivity of Failure Probability through Polynomial Regression and Importance Sampling
Mathematics, 2023 Evaluating the failure probability of a system is essential in order to assess its reliability. This probability may significantly depend on deterministic parameters such as distribution parameters or design parameters.
Marie Chiron +2 more
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Jellyfish: Locality-Sensitive Subflow Sketching [PDF]
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, 2021 To cope with increasing network rates and massive traffic volumes, sketch-based methods have been extensively studied to trade accuracy for memory scalability and storage cost. However, sketches are sensitive to hash collisions due to skewed keys in real world environment, and need complicated performance control for line-rate packet streams.We present
Fu, Yongquan +4 more
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Beyond Locality-Sensitive Hashing [PDF]
Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms, 2013 17 pages, many corrections, added some intuition for the main ingredients, Section 4 has been rewritten completely; to appear at ACM-SIAM Symposium on Discrete Algorithms (SODA 2014)
Andoni, Alexandr +3 more
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Collateral Sensitivity Interactions between Antibiotics Depend on Local Abiotic Conditions
mSystems, 2021 Mutations conferring resistance to one antibiotic can increase (cross-resistance) or decrease (collateral sensitivity) resistance to others. Antibiotic combinations displaying collateral sensitivity could be used in treatments that slow resistance ...
Richard C. Allen +2 more
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