Birs- 17w5007: Latest Advances in the Theory and Applications of Design and Analysis of Experiments

  1. Title:
    Computer Experiments I: Analysis of Computer Experiments: Moving Forward by Looking Back at History

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    Computer Experiments II: Spatial-temporal Kriging, Navier-Stokes, and Combustion Instability

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    Computer Experiments III: Recent developments in dynamic computer experiments

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    Computer Experiments IV: Space-filling experimental designs using sequences of lattices

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    (presenting jointly with Radoslav Harman). A design criterion for symmetric model discrimination

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    Robustness III: Closed-loop automatic experimentation for optimisation

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    Semidefinite programming and experiment design

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    Distributionally Robust Optimal Designs

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    A substitute for square lattice designs for 36 treatments.

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    Robust design for the estimation of a threshold probability

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    Optimal designs for dose response curves with common parameters

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    Optimal designs for individual prediction in multiple group random coefficient regression models

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    Sparse grid hybridized PSO for finding Bayesian optimal designs

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  14. Title:
    Statistical modeling and applications of particle swarm optimization

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    Optimal group testing designs for estimating prevalence with uncertain testing errors

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  16. Title:
    Using Hamiltonian Monte-Carlo to design longitudinal count studies accounting for parameter and model uncertainties

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  17. Title:
    Optimal design in regression models with correlated observations: an overview

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  18. Title:
    On Data Reduction of Big Data

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    Optimal design when outcome values may be missing

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  20. Title:
    Optimal designs for longitudinal studies with fractional polynomial models

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