Yaping Wang

Reviewer for Annals of Statistics, Statistica Sinica, Journal of Multivariate Analysis, Statistics, Journal of Statistical Planning and Inference, Journal of Applied Statistics, Journal of Systems Science and Complexity, Statistics & Probability Letters etc.

Experimental Design

Computer Experiments

Machine Learning

Experimental Design

Mathematical Analysis

Advanced Algebra

Linear Algebra

Probability and Statistics A,B

Applied Multivariate Analysis

National Natural Science Foundation of China, Research on complex computer experimental designs and related big data subsampling methods, 2023/01-2026/12

National Natural Science Foundation of China, Research on several optimality criteria and construction methods of space-filling designs, 2020/01-2022/12

Shanghai Sailing Project, Theory and construction of maximin distance computer experimental designs, 2019/05-2022/04

Shanghai Chenguang Project, Uniform projection designs and their applications in computer experiments, 2020/01-2022/12

Open Project of KLAS Noreast China Normal University, Subsampling methods for big data based on experimental designs, 2020/05-2020/12

Refereed journal publications

27. Chai, T., Hu, J., Wang, Y.* (2025+). Optimal designs for order-of-addition screening factorial experiments. Journal of the Korean Statistical Society, accepted.

26. Wang, Y., Liu, S., Xiao, Q. (2025+). Optimal design of experiment with quantitative-sequence factors (in Chinese). SCIENTIA SINICA Mathematica, published online, English version: https://arxiv.org/abs/2502.03241.

25. Li, R., Jiang, B., Wang, Y. (2025). Strong orthogonal arrays of near strength two plus. Stat, accepted.

24. Jiang, B., Wang, Y., Sun, F. (2025). On construction of strong orthogonal arrays and column-orthogonal strong orthogonal arrays of strength two plus. SCIENCE CHINA Mathematics, 68, 1219-1242.

23. Zhang, X., Wang, Y., Sun, F. (2025). Theory and applications of stratification criteria based on space-filling pattern and projection pattern. Metrika, 88, 445-468.

22. Zhang, J., Wang, Y.* (2025). An equivalence theorem and a sequential algorithm for A-optimal experimental designs on manifolds, Axioms (Special Issue New Perspectives in Mathematical Statistics), 14, 436.

21. Wang, Y., Liu, S., Xiao, Q. (2024). Construction of orthogonal-MaxPro Latin hypercube designs. Journal of Quality Technology,  56, 342-354.

20. Xiao, Q., Wang, Y., Mandal, A., Deng, X. (2024). Modeling and active learning for experiments with quantitative-sequence factors. Journal of the American Statistical Association, 119, 407-421.

19. Liu, S., Wang, Y.* (2024). New bounds and search for maximin distance U-type designs. Stat, 13, e650.

18. Yu, J., Meng, X., Wang, Y.* (2023). Optimal designs for semi-parametric dose-response models under random contamination. Computational Statistics & Data Analysis, 178, 107615.

17. Wang, Y., Sun, F. (2023). On the maximin distance properties of orthogonal designs via the rotation. SCIENCE CHINA Mathematics, 66, 1593-1608.

16. Liu, S., Wang, Y., Sun, F. (2023). Two-dimensional projection uniformity for space-filling designs. Canadian Journal of Statistics, 53, 293-311.

15. Jiang, B., Wang, F., Wang, Y. (2022). Construction of uniform mixed-level designs through level permutations. Metrika, 85, 753-770.

14. Jiang, B., Wang, Y., Ai, M. (2022). Search for minimum aberration designs with uniformity. Annals of the Institute of Statistical Mathematics, 74, 271-287.

13. Wang, Y., Sun, F., Xu, H. (2022). On design orthogonality, maximin distance and projection uniformity for computer experiments. Journal of the American Statistical Association, 117, 375-385.

12. Pang, S., Wang, Y., Ai, M. (2022). Construction of orthogonal arrays without interaction columns. Acta Mathematicae Applicatae Sinica, English Series, 38, 159-168.

11. Wang, Y., Liu, S., Lin, D. K. J. (2022). On definitive screening designs using Paley's conference matrices. Statistics & Probability Letters, 181, 109267.

10. Wang, Y., Wang, F., Yuan, Y., Xiao, Q. (2021). Connecting U-type designs before and after level permutations and expansions, Journal of Statistical Theory and Practice, 15:81.

9. Wang, Y., Peng, Z., Zhang, R., Xiao, Q. (2021). Robust sequential design for piecewise-stationary multi-armed bandit problem in the presence of outliers. Statistical Theory and Related Fields, 5, 122-133.

8. Jiang, B., Wang, Z., Wang, Y. (2021). Strong orthogonal arrays of strength two-plus based on the Addelman-Kempthorne method. Statistics & Probability Letters, 175, 109114.

7. Su, Z., Wang, Y., Zhou, Y. (2020). On maximin distance and nearly orthogonal Latin hypercube designs. Statistics & Probability Letters, 166, 108878.

6. Sun, F., Wang, Y., Xu, H. (2019). Uniform projection designs. Annals of Statistics, 47, 641-661.

5. Wang, Y., Yang J., Xu, H. (2018). On the connection between maximin distance designs and orthogonal designs. Biometrika, 105, 471-477.

4. Yu, J., Ai, M., Wang, Y. (2018). Optimal designs for linear models with Fredholm-type errors. Journal of Statistical Planning and Inference, 194, 65-74.

3. Wang, Y., Ai, M. (2017). Definitive screening designs with extreme numbers of level changes. Statistics & Probability Letters, 131, 13-18.

2. Wang, Y., Ai, M. (2016). Optimal designs for multiple treatments with unequal variances. Journal of Statistical Planning and Inference, 171, 175-183.

1. Wang, Y., Ai, M., Li, K. (2016). Optimality of pairwise blocked definitive screening designs. Annals of the Institute of Statistical Mathematics, 68, 659-671.

Textbook

Design of Experiments, 3rd edition, Mao, S., Zhou, J., Zhou, Y., Wang, Y., China Statistics Press, 2020

Peking University Excellent PhD Thesis