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Computer Experiments
- V. Roshan Joseph and Hung, Y. (2008) “Orthogonal-Maximin Latin Hypercube Designs“. Statistica Sinica 18, 171-186. OMLHD C++ code, READ ME; SA2008 function in R package LHD.
- Hung, Y., V. Roshan Joseph, and Melkote, S. N. (2009) “Design and Analysis of Computer Experiments with Branching and Nested Factors“. Technometrics, 51, 354-365.
- Ba, S. and V. Roshan Joseph. (2011). “Multi-Layer Designs for Computer Experiments”. Journal of the American Statistical Association, 106, 1139-1149.
- V. Roshan Joseph, Gul, E., and Ba, S. (2015) “Maximum Projection Designs for Computer Experiments”. Biometrika, 102, 371-380. R package: MaxPro; JMP 12.
- V. Roshan Joseph, Dasgupta, T., Tuo, R., and Wu, C. F. J. (2015) “Sequential Exploration of Complex Surfaces Using Minimum Energy Designs“. Technometrics, 57, 64-74.
- V. Roshan Joseph (2016) “Space-Filling Designs for Computer Experiments: A Review,” (with discussions and rejoinder), Quality Engineering, 28, 28-44. slides.
- Mak, S. and V. Roshan Joseph. (2018) “Minimax and Minimax Projection Designs Using Clustering”. Journal of Computational and Graphical Statistics, 27, 166-178. R package: minimaxdesign
- V. Roshan Joseph, Gu, L., Ba, S., and Myers, W. R. (2019), “Space-Filling Designs for Robustness Experiments”. Technometrics, 61, 24-37.
- V. Roshan Joseph, Gul, E., and Ba, S. (2020). “Designing Computer Experiments with Multiple Types of Factors: The MaxPro Approach ,” Journal of Quality Technology, 52, 343-354. R package: MaxPro. (Lloyd S. Nelson Award). FTC 2021 webinar: video and slides.
- Huang, C., V. Roshan Joseph, Ray, D. M. (2021). “Constrained Minimum Energy Designs”. Statistics and Computing, to appear. arXiv. R codes.
- Xiao, Q., V. Roshan Joseph, and Ray, D. M. (2023). “Maximum One-Factor-At-A-Time Designs for Screening in Computer Experiments”. Technometrics, 65, 220-230. R package: MOFAT.
- Yuchi, H. S., V. Roshan Joseph, Wu, C. F. J. (2023). “Design and Analysis of Multi-Fidelity Finite Element Simulations“. ASME Journal of Mechanical Design, 145 (6), 061703.
- Wang, S., Generale, A. P., Kalidindi, S. R., and V. Roshan Joseph. (2023). “Sequential Designs for Filling Output Spaces”. Technometrics, to appear. R package: OSFD.
Physical Experiments
- V. Roshan Joseph (2004) “Efficient Robbins-Monro Procedure for Binary Data“. Biometrika 91, 461-470.
- V. Roshan Joseph (2006) “A Bayesian Approach to the Design and Analysis of Fractionated Experiments”. Technometrics 48, 219-229.
- V. Roshan Joseph, Tian, Y., and Wu, C. F. J. (2007) “Adaptive Designs for Stochastic Root-Finding”. Statistica Sinica 17, 1549-1565.
- Ai, M., Kang, L., and V. Roshan Joseph. (2009) “Bayesian Optimal Blocking of Factorial Designs”. Journal of Statistical Planning and Inference, 139, 3319-3328.
- Kang, L. and V. Roshan Joseph. (2009) “Bayesian Optimal Single Arrays for Robust Parameter Design”. Technometrics, 51, 250-261.
- Kang, L., V. Roshan Joseph, and Brenneman, W. (2011) “Design and Modeling Strategies for Mixture-of-Mixture Experiments”. Technometrics, 53, 125-136.
- Krishna, A., V. Roshan Joseph, Ba, S., Brenneman, W. A., and Myers, W. R. (2021). “Robust Experimental Designs for Model Calibration”. Journal of Quality Technology, 54, 441-452.
- Yu, W.-Y. and V. Roshan Joseph. (2025). “Automated Analysis of Experiments using Hierarchical Garrote”. Journal of Quality Technology, to appear. arXiv. R package: HiGarrote.
