The generalization of Latin hypercube sampling von Shields, Michael D., Zhang, Jiaxin

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Bayesian neural networks for uncertainty quantification in data-driven materials modeling von Olivier, Audrey, Shields, Michael D., Graham-Brady, Lori

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On the quantification and efficient propagation of imprecise probabilities resulting from small datasets von Zhang, Jiaxin, Shields, Michael D.

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Mobile direct observation of therapy (MDOT) - A rapid systematic review and pilot study in children with asthma von Shields, Michael D, ALQahtani, Fahad, Rivey, Michael P, McElnay, James C

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Adaptive Monte Carlo analysis for strongly nonlinear stochastic systems von Shields, Michael D.

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THE EFFECT OF MENTAL HEALTH ON EMPLOYMENT: EVIDENCE FROM AUSTRALIAN PANEL DATA von Frijters, Paul, Johnston, David W., Shields, Michael A.

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Modeling strongly non-Gaussian non-stationary stochastic processes using the Iterative Translation Approximation Method and Karhunen–Loève expansion von Kim, Hwanpyo, Shields, Michael D.

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Imprecise global sensitivity analysis using bayesian multimodel inference and importance sampling von Zhang, Jiaxin, TerMaath, Stephanie, Shields, Michael D.

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Simulation of non-stationary and non-Gaussian random processes by 3rd-order Spectral Representation Method: Theory and POD implementation von Vandanapu, Lohit, Shields, Michael D.

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The effect of prior probabilities on quantification and propagation of imprecise probabilities resulting from small datasets von Zhang, Jiaxin, Shields, Michael D.

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Exploring the intergenerational persistence of mental health: Evidence from three generations von Johnston, David W., Schurer, Stefanie, Shields, Michael A.

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Refined Stratified Sampling for efficient Monte Carlo based uncertainty quantification von Shields, Michael D., Teferra, Kirubel, Hapij, Adam, Daddazio, Raymond P.

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Variance-based adaptive sequential sampling for Polynomial Chaos Expansion von Novák, Lukáš, Vořechovský, Miroslav, Sadílek, Václav, Shields, Michael D.

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Measuring resilience to major life events von Etilé, Fabrice, Frijters, Paul, Johnston, David W., Shields, Michael A.

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Comparing subjective and objective measures of health: Evidence from hypertension for the income/health gradient von Johnston, David W., Propper, Carol, Shields, Michael A.

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A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems von Kontolati, Katiana, Loukrezis, Dimitrios, Giovanis, Dimitrios G., Vandanapu, Lohit, Shields, Michael D.

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3rd-order Spectral Representation Method: Simulation of multi-dimensional random fields and ergodic multi-variate random processes with fast Fourier transform implementation von Vandanapu, Lohit, Shields, Michael D.

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Efficient Monte Carlo resampling for probability measure changes from Bayesian updating von Zhang, Jiaxin, Shields, Michael D.

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Quantifying the Costs of Drought: New Evidence from Life Satisfaction Data von Carroll, Nick, Frijters, Paul, Shields, Michael A.

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The economic impacts of direct natural disaster exposure von Johar, Meliyanni, Johnston, David W., Shields, Michael A., Siminski, Peter, Stavrunova, Olena

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