Associate professor,
Academy of mathematics and systems science,
Chinese academy of sciences
Email: hexu@amss.ac.cn
Research Areas
Design of experiments,
Computer experiments,
Industrial and applied statistics
Publications
Journal papers
Xu He and Peter Z. G. Qian (2011). Nested orthogonal array based Latin hypercube designs, Biometrika, 98: 721-731.
Xu He and Peter Z. G. Qian (2014). A central limit theorem for general orthogonal array based space-filling designs, Annals of Statistics, 42(5): 1725-1750.
Wei-Yin Loh, Xu He and Michael Man (2015). A regression tree approach to identifying subgroups with differential treatment effects, Statistics in Medicine, 34(11): 1818-1833.
Youngdeok Hwang, Xu He and Peter Z. G. Qian (2016). Sliced orthogonal array based Latin hypercube designs, Technometrics, 58(1): 50-61.
Xu He and Peter Z. G. Qian (2016). A central limit theorem for nested or sliced Latin hypercube designs, Statistica Sinica, 26: 1117-1128.
Xu He, Rui Tuo and C. F. Jeff Wu (2017). Optimization of multi-fidelity computer experiments via the EQIE criterion, Technometrics, 59(1): 58-68.
Xu He (2017). Rotated sphere packing designs, Journal of the American Statistical Association, 112(520): 1612-1622.
Xu He (2017). Interleaved lattice-based minimax distance designs, Biometrika, 104: 713-725.
Xiaodong Li, Xu He, Yuanzhen He, Hui Zhang, Zhong Zhang and Dennis K.J. Lin (2017). The design and analysis for the icing wind tunnel experiment of a new deicing coating, Journal of the American Statistical Association, 112(520): 1417-1429.
Shifeng Xiong*, Xu He, Yuanzhen He and Weiyan Mu (2018). Sensitivity analysis using permutations, Statistica Sinica, 28: 817-837.
Xu He and Peter Chien* (2018). On the instability issue of gradient-enhanced Gaussian process emulators for computer experiments, SIAM/ASA Journal on Uncertainty Quantification, 6(2): 627-644.
Jin Xu, Xu He*, Xiaojun Duan and Zhengming Wang (2018). Sliced Latin hypercube designs for computer experiments with unequal batch sizes, IEEE Access, 6: 60396-60402.
Xu He (2019). Sliced rotated sphere packing designs, Technometrics, 61(1): 66-76.
Xu He (2019). Interleaved lattice-based maximin distance designs, Biometrika, 106(2): 453-464.
Xu He (2021). Lattice-based designs possessing quasi-optimal separation distance on all projections, Biometrika, 108(2): 443-454.
Packages
LatticeDesign，Xu He，https://CRAN.R-project.org/package=LatticeDesign