Qian Lin
Associate Professor
Research Areas: statistical computation, high dimensional statistics
Office: Room 212-A, Weiqing Building, Tsinghua University
Phone: +86-10-62790581
Email: qianlin@tsinghua.edu.cn
Publications
- Qian Lin, Li, D. Huang and J. S. Liu. "On Optimality of Sliced Inverse Regression in High Dimensions", Annals of Statistics, (accepted)
- Li, P. Ding, Qian Lin, D. Yang and J. S. Liu. Randomization-based inference for peer effects, Journal of the American Statistical Association 114, no. 528 (2019): 1651-1664,
- Qian Lin, Z. Zhao and J. S. Liu. "Sparse Sliced Inverse Regression via Lasso." Journal of the American Statistical Association 114, no. 528 (2019): 1726-1739,
- Qian Lin, Z. Zhao and J. S. Liu. "On Consistency and Sparsity of Sliced Inverse Regression in High Dimensions," Annals of Statistics Volume 46, Number 2 (2018), 580-610.
- Neykov, Qian Lin and J. S. Liu. "Signed Support Recovery for Single Index Models in High Dimensions", Annals of Mathematical Sciences and Applications Vol. 1 No. 2 (2016) 379-426
- Qian Lin, Y. Li and J. S. Liu. "Inverse Modeling: A strategy to cope with nonlinearity”, Handbook of Big Data Analytics, Springer; In Press, 2016. (Book Chapter) Mathematics:
- Qian Lin and M. Wang. "Isogeny orbits in a family of abelian varieties", Acta Arithmetica 170(2015), 161-173
- Roman Bezrukavnikov and Qian Lin. "Highest weight modules at the critical level and noncommutative Springer resolution", Algebraic Groups and Quantum Groups, Math. 565 (2012): 15-27
- Qian Lin, Z. Liu and Y. Sheng. "Quadratic Deformations of Lie-Poisson Structures", Letters in Mathematical Physics3 (2008): 217-2