Publications
ON TESTING CONDITIONAL QUALITATIVE TREATMENT EFFECTS." Ann Stat 47, no. 4 (2019): 2348-2377.
"A Sparse Random Projection-based Test for Overall Qualitative Treatment Effects." J Am Stat Assoc 115, no. 531 (2020): 1201-1213.
"Robust learning for optimal treatment decision with NP-dimensionality." Electron J Stat 10 (2016): 2894-2921.
"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.
"A Massive Data Framework for M-Estimators with Cubic-Rate." J Am Stat Assoc 113, no. 524 (2018): 1698-1709.
"LINEAR HYPOTHESIS TESTING FOR HIGH DIMENSIONAL GENERALIZED LINEAR MODELS." Ann Stat 47, no. 5 (2019): 2671-2703.
"HIGH-DIMENSIONAL A-LEARNING FOR OPTIMAL DYNAMIC TREATMENT REGIMES." Ann Stat 46, no. 3 (2018): 925-957.
"Determining the Number of Latent Factors in Statistical Multi-Relational Learning." J Mach Learn Res 20 (2019).
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