Publications

Filters: First Letter Of Last Name is S and Author is Shi, Chengchun  [Clear All Filters]
2020
Shi, Chengchun, Wenbin Lu, and Rui Song. "A Sparse Random Projection-based Test for Overall Qualitative Treatment Effects." J Am Stat Assoc 115, no. 531 (2020): 1201-1213.
2019
Shi, Chengchun, Wenbin Lu, and Rui Song. "Determining the Number of Latent Factors in Statistical Multi-Relational Learning." J Mach Learn Res 20 (2019).
Shi, Chengchun, Rui Song, Zhao Chen, and Runze Li. "LINEAR HYPOTHESIS TESTING FOR HIGH DIMENSIONAL GENERALIZED LINEAR MODELS." Ann Stat 47, no. 5 (2019): 2671-2703.
Shi, Chengchun, Rui Song, and Wenbin Lu. "ON TESTING CONDITIONAL QUALITATIVE TREATMENT EFFECTS." Ann Stat 47, no. 4 (2019): 2348-2377.
2018
Shi, Chengchun, Alin Fan, Rui Song, and Wenbin Lu. "HIGH-DIMENSIONAL A-LEARNING FOR OPTIMAL DYNAMIC TREATMENT REGIMES." Ann Stat 46, no. 3 (2018): 925-957.
Shi, Chengchun, Wenbin Lu, and Rui Song. "A Massive Data Framework for M-Estimators with Cubic-Rate." J Am Stat Assoc 113, no. 524 (2018): 1698-1709.
Shi, Chengchun, Rui Song, Wenbin Lu, and Bo Fu. "Maximin Projection Learning for Optimal Treatment Decision with Heterogeneous Individualized Treatment Effects." J R Stat Soc Series B Stat Methodol 80, no. 4 (2018): 681-702.
2016
Shi, Chengchun, Rui Song, and Wenbin Lu. "Robust learning for optimal treatment decision with NP-dimensionality." Electron J Stat 10 (2016): 2894-2921.