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11/02/2022
Solving an Inverse Problem for Time Series Valued Computer Simulators via Multiple Contour Estimation
Computer simulators are often used as a substitute of complex real-life ...
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09/06/2022
Modeling and Active Learning for Experiments with Quantitative-Sequence Factors
A new type of experiment that aims to determine the optimal quantities o...
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03/18/2022
EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments with Both Quantitative and Qualitative Factors
Computer experiments with both quantitative and qualitative (QQ) inputs ...
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10/23/2020
LowCon: A design-based subsampling approach in a misspecified linear modeL
We consider a measurement constrained supervised learning problem, that ...
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10/19/2020
Musings about Constructions of Efficient Latin Hypercube Designs with Flexible Run-sizes
Efficient Latin hypercube designs (LHDs), including maximin distance LHD...
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10/18/2020
Inverse Problem for Dynamic Computer Simulators via Multiple Scalar-valued Contour Estimation
In this paper we consider a dynamic computer simulator that produces a t...
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01/17/2020
Optimal Crossover Designs for Generalized Linear Models
We identify locally D-optimal crossover designs for generalized linear m...
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10/28/2019
A Hierarchical Bayes Unit-Level Small Area Estimation Model for Normal Mixture Populations
National statistical agencies are regularly required to produce estimate...
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04/04/2019
A-ComVar: A Flexible Extension of Common Variance Design
We consider nonregular fractions of factorial experiments for a class of...
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09/09/2017