Qian Lin

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