Representative Publications
Joseph, V. R. (2026). Experimental Design for Data Science and Engineering. Chapman & Hall/CRC, forthcoming (March 2026).
Song, D., Lewis, W. E., Knapp, P. F., Wu, C. F. J., and Joseph, V. R. (2026). “Efficient Optimization of Plasma Radiation Detectors using Imperfect Inference Models”. JASA, to appear.
Huang, C. and Joseph, V. R. (2025). “Factor Importance Ranking and Selection using Total Indices”. Technometrics, 67, 573-589.
Joseph, V. R. (2025). “Rational Kriging”. JASA, 120, 548-558.
Joseph, V. R. (2022). “Optimal Ratio for Data Splitting”. Statistical Analysis and Data Mining: The ASA Data Science Journal, 15, 531-538.
Joseph, V. R. and Vakayil, A. (2022). “SPlit: An Optimal Method for Data Splitting”. Technometrics, 64, 166-176.
Mak, S. and Joseph, V. R. (2018). “Support Points,” The Annals of Statistics, 46, 2562-2592.
Plumlee, M., Joseph, V. R., and Yang, H. (2016). “Calibrating Functional Parameters in the Ion Channel Models of Cardiac Cells,” JASA, 111, 500-509.
Joseph, V. R., Gul, E., and Ba, S. (2015). “Maximum Projection Designs for Computer Experiments,” Biometrika, 102, 371-380.
Joseph, V. R. (2012). “Bayesian Computation Using Design of Experiments-based Interpolation Technique” (with discussions). Technometrics, 54, 209-242.