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Statistical Modeling of the World: Computer and Physical Models in Earth, Ocean, and Atmospheric Sciences (Links to Publications)

An Introduction Computer Model Calibration with an Application to Radiative Shock Hydrodynamics. Bingham, D.
Design of Experiments in the CANSSI CRT ”Statistical Modeling of the World: Computer and Physical Models in Earth, Ocean, and Atmospheric Sciences”. Bingham, D., Flowers, G., Harari, O. and Pratola, M.
“An introduction to Bayesian statistics and model calibration”, Bingham, D., Grosskopf, M. and Higdon, D.
Inference for Multi-Model Ensembles: An Application in Glaciology. Bingham, D., Flowers, G. and Harari, O.
Harari, O. and Bingham, D. (2016), “Discussion on the Paper Bayesian Design of Experiments for Generalised Linear Models and Dimensional Analysis with Industrial and Scientific Application” by David C. Woods, Antony M. Overstall, Maria Adamou and Timothy W. Waite”, Quality Engineering, 29, p. 104-106.
Harari,O., Bingham, D., Dean, A.M. and Higdon, D.M. (2016) “Computer Experiments: Prediction Accuracy, Sample Size and Model Complexity Revisited”, Statistica Sinica, , in press.
Mak, S., Bingham, D., and Lu, Y. (2016) “A Regional Compound Poisson Process for Hurricane and Tropical Storm Damage”, JRSS ‘C, 65, p. 677-703.
Pratola, M., Harari, O., Bingham, D. and Flowers, G. (2016) “Design and Analysis of Experiments on Non-Convex Regions”. Technometrics, in press.
van Bommel, M., Ranjan, P. and Chipman, H. (2017), “A stage-wise surrogate modelling algorithm for tidal power simulations”, to be submitted to CANSSI’s special issue in CJS.
Harari, O., Bingham, D. and Flowers, G. (2017), “Calibration for multi-model ensembles – Glaciology calibration”, to be submitted to Annals of Applied Statistics.
Surjanovic, Bingham, D. and Flowers, G. (2017), “Using computer model uncertainty to inform the design of physical experiments: An application in glaciology”, to be submitted to Journal of Glaciology.
Altman, R. M., Harari, O., Moisseeva, N., Steyn, D. and Welch, W. J. (2017), “Statistical Modelling of Annual Rainfall Pattern in Guanacaste, Costa Rica”, in preparation.
Shi, T., Steyn, D. G. and Welch, D. G. (2017), “Extraction of spatial-temporal ozone features to characterize (and compare) ozone episodes.”

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