Haaland, Ben

Research Interests:

My research interests Experimental Design, Multi-Scale Techniques, Sequential Methods, Predictive Modeling, Applications of Statistics in Medicine and Engineering, Complex Data Sets, Multivariate Analysis, Non-Parametric Modeling, Bayesian Modeling and Inference, Statistical Computing and Algorithms, Numerical Analysis.

Selected Publications:

Haaland, B., Min,W., Qian, P. Z. G., and Amemiya, Y., “A Statistical Approach to Thermal Management of Data Centers under Steady State and System Perturbations,” Journal of the American Statistical Association. 105, 1030–1041

Haaland, B. and Qian, P. Z. G., “An Approach to Constructing Nested Space-Filling Designs for Multi-Fidelity Computer Experiments,” Statistica Sinica. 20, 1063–1075.

Boik, R. J. and Haaland, B., “Second-Order Accurate Inference on Simple, Partial, and Multiple Correlations,” Journal of Modern Applied Statistical Methods. 2006, 5, 283–308.

Blankenbaker, D. G., Ullrick, S., Davis, K.W., De Smet, A. A., Haaland, B., and Fine, J. P., “Correlation of MRI Findings with Clinical Findings of Trochanteric Pain Syndrome,” Skeletal Radiology. 2008, 37, 903–909.

De Smet, A. A., Nathan, D. H., Graf, B. K., and Haaland, B., “Clinical and MR Findings Associated with False Positive MR Diagnoses of Medial Meniscal Tears,” American Journal of Roentgenology. 2008, 191, 93–99.

Haaland, B. and Chiang, A. Y., “Sparse Bayesian Semi-Parametric Predictive Modeling with Applications in Unobserved Dose-Response Prediction,” under revision for Annals of Applied Statistics.

Xu, X., Haaland, B., and Qian, P. Z. G., “Sudoku based Space-filling Designs,” submitted to Biometrika.

Haaland, B. and Qian, P. Z. G., “Accurate Emulators for Large-Scale Computer Experiments,” submitted to Annals of Statistics.