Shifeng XIONG   Professor

Academy of Mathematics and Systems Science

Address: No. 55, Zhongguancun East Road

Beijing. 100190 


Research Areas

computer experiments and uncertainty quantification, statistical inference, high-dimensional statistics, machine learning, transportation big data analysis


Selected papers:

Shifeng Xiong, Chunya Li, Xuan Sun, Yong Qin, Jeff Wu, Statistical estimation for passenger-to-train assignment models based on automated data, Advanced Stochastic Models in Business and Industry, 2022, 38: 287–307.

Shifeng Xiong, The reconstruction approach: From interpolation to regression, Technometrics, 2021, 63: 225-235.

Chunya Li, Daijun Chen, Shifeng Xiong, Linear screening for high-dimensional computer experiments, STAT, 2021, 10(1), e320.

Shifeng Xiong, Personalized optimization and its implementation in computer experiments, IISE Transactions, 2020, 52: 528-536.

Yunfei Wei, Shifeng Xiong, Bayesian integrative analysis for multi-fidelity computer experiments, Journal of Applied Statistics, 2019, 46: 1973-1987.

Weiyan Mu, Shifeng Xiong, A class of space-filling designs and their projection properties, Statistics & Probability Letters2018, 141: 129-134.

Shifeng Xiong, Xu He, Yuanzhen He, Weiyan Mu, Sensitivity analysis using permutations, Statistica Sinica, 2018, 28: 817-837.

Daijun Chen, Shifeng Xiong, Flexible nested Latin hypercube designs for computer experiments, Journal of Quality Technology, 2017, 49: 337-353.

Shifeng Xiong, Local optimization-based statistical inference, Electronic Journal of Statistics, 2017, 11: 2295-2320.

Shifeng Xiong, Bin Dai, Jared Huling, Peter Z.G. Qian, Orthogonalizing EM: A design-based least squares algorithm, Technometrics, 2016, 58: 285-293.

Shifeng Xiong, Better subset regression, Biometrika, 2014, 101: 71-84.

Kenny H Xie, Shifeng Xiong, Peter Z.G. Qian, Jeff Wu, General sliced Latin hypercube designs, Statistica Sinica, 2014, 24: 1239-1256.

Shifeng Xiong, Peter Z.G. Qian, C.F. Jeff Wu, Sequential design and analysis of high-accuracy and low-accuracy computer codes, Technometrics, 2013, 55: 37-46.

Shifeng Xiong, V. Roshan Joseph, Regression with outlier shrinkage, Journal of Statistical Planning and Inference. 2013, 143: 1988-2001.

Shifeng Xiong, An asymptotics look at the generalized inference, Journal of Multivariate Analysis, 2011, 102: 336-348.

Shifeng Xiong, Some notes on the nonnegative garrote, Technometrics, 2010, 52: 349-361.

Shifeng Xiong, Weiyan Mu, On construction of asymptotically correct confidence intervals, Journal of Statistical Planning and Inference, 2009, 139: 1394-1404.

Shifeng Xiong, Guoying Li, Inference for ordered parameters in multinomial distributions, Science in China. Series A. Mathematics, 2009, 52: 526-538.

Shifeng Xiong, Guoying Li, Some results on the convergence of conditional distributions, Statistics & Probability Letters, 2008, 78: 3249-3253.

Shifeng Xiong, Guoying Li, Testing for the maximum cell probabilities in multinomial distributions, Science in China. Series A. Mathematics, 2005, 48:972-985.