| . "Combining multiple observational data sources to estimate causal effects.." J Am Stat Assoc. 2020;115(531):1540-1554. Pub Med |
| . "Unified analysis of secondary traits in case-control association studies.." J Am Stat Assoc. 2013;108(502):. Pub Med |
| . "Interpretable dynamic treatment regimes.." J Am Stat Assoc. 2018;113(524):1541-1549. Pub Med |
| . "Personalized dose finding using outcome weighted learning.." J Am Stat Assoc. 2016;111(516):1509-1521. Pub Med |
| . "Efficient semiparametric inference under two-phase sampling, with applications to genetic association studies.." J Am Stat Assoc. 2017;112(520):1468-1476. Pub Med |
| . "Efficient estimation of semiparametric transformation models for two-phase cohort studies.." J Am Stat Assoc. 2014;109(505):371-383. Pub Med |
| . "Interaction screening for ultra-high dimensional data.." J Am Stat Assoc. 2014;109(507):1285-1301. Pub Med |
| . "Statistical considerations in biosimilar assessment using biosimilarity index.." J Bioequivalence Bioavailab. 2013;5(5):209-214. Pub Med |
| . "Properties of estimators in exponential family settings with observation-based stopping rules.." J Biom Biostat. 2016;7(1):. Pub Med |
| . "Interquantile shrinkage in regression models.." J Comput Graph Stat. 2013;22(4):. Pub Med |
| . "A confidence region approach to tuning for variable selection.." J Comput Graph Stat. 2012;21(2):295-314. Pub Med |
| . "Consistent group identification and variable selection in regression with correlated predictors.." J Comput Graph Stat. 2013;22(2):319-340. Pub Med |
| . "Adaptively weighted large margin classifiers.." J Comput Graph Stat. 2013;22(2):. Pub Med |
| . "Two-dimensional solution surface for weighted support vector machines.." J Comput Graph Stat. 2014;23(2):383-402. Pub Med |
| . "Computationally efficient estimation for the generalized odds rate mixture cure model with interval censored data." J Comput Graph Stat. 2018;27(1):48-58. Pub Med |
| . "Statistical significance of clustering using soft thresholding.." J Comput Graph Stat. 2015;24(4):975-993. Pub Med |
| . "SR-HARDI: Spatially regularizing high angular resolution diffusion imaging.." J Comput Graph Stat. 2016;25(4):1195-1211. Pub Med |
| . "Bayesian model assessment in joint modeling of longitudinal and survival data with applications to cancer clinical trials.." J Comput Graph Stat. 2017;26(1):121-133. Pub Med |
| . "Spatially weighted principal component analysis for imaging classification.." J Comput Graph Stat. 2015;24(1):274-296. Pub Med |
| . "Bayesian case influence measures for statistical models with missing data.." J Comput Graph Stat. 2012;21(1):253-271. Pub Med |
| . "Reinforced angle-based multicategory support vector machines.." J Comput Graph Stat. 2016;25(3):806-825. Pub Med |
| . "Partition weighted approach for estimating the marginal posterior density with applications.." J Comput Graph Stat. 2019;28(2):334-349. Pub Med |
| . "A comparison of Monte Carlo methods for computing marginal likelihoods of item response theory models.." J Korean Stat Soc. 2019;48(4):503-512. Pub Med |
| . "Inflated density ratio and its variation and generalization for computing marginal likelihoods.." J Korean Stat Soc. 2020;49(1):244-263. Pub Med |
| . "Support vector hazards machine: A counting process framework for learning risk scores for censored outcomes. ." J Mach Learn Res. 2016;17():. Pub Med |
| . "Joint estimation of multiple precision matrices with common structures.." J Mach Learn Res. 2015;16():1035-1062. Pub Med |
| . "Multi-objective Markov decision processes for data-driven decision support.." J Mach Learn Res. 2016;17():. Pub Med |
| . "Sparse concordance-assisted learning for optimal treatment decision.." J Mach Learn Res. 2018;18():. Pub Med |
| . "Simultaneous clustering and estimation of heterogeneous graphical models.." J Mach Learn Res. 2018;18():. Pub Med |
| . "A consistent information criterion for support vector machines in diverging model spaces.." J Mach Learn Res. 2016;17(16):1-26. Pub Med |
| . "On quantile regression in reproducing kernel Hilbert spaces with data sparsity constraint.." J Mach Learn Res. 2016;17(40):1-45. Pub Med |
| . "Efficient augmentation and relaxation learning for individualized treatment rules using observational data.." J Mach Learn Res. 2019;20():. Pub Med |
| . "Determining the number of latent factors in statistical multi-relational learning. ." J Mach Learn Res. 2019;20():. Pub Med |
| . "Efficient test-based variable selection for high-dimensional linear models.." J Multivar Anal. 2018;166():17-31. Pub Med |
| . "Adaptively weighted large margin angle-based classifiers.." J Multivar Anal. 2018;166():282-299. Pub Med |
| . "Optimal treatment allocations in space and time for on-line control of an emerging infectious disease.." J R Stat Soc Ser C Appl Stat. 2018;67(4):743-770. Pub Med |
| . "Discussion of Laber et al. "Optimal treatment allocations in space and time for on-line control of an emerging infectious disease".." J R Stat Soc Ser C Appl Stat. 2018;67(4):779-780. Pub Med |
| . "A hybrid model for combining case-control and cohort studies in systematic reviews of diagnostic tests.." J R Stat Soc Ser C Appl Stat. 2015;64(3):469-489. Pub Med |
| . "Longitudinal dynamic functional regression.." J R Stat Soc Ser C Appl Stat. 2020;69(1):25-46. Pub Med |
| . "Weighted area under the receiver operating characteristic curve and Its application to gene selection.." J R Stat Soc Ser C Appl Stat. 2010;59(4):673-692. Pub Med |
| . "False discovery rate control for high dimensional networks of quantile associations conditioning on covariates.." J R Stat Soc Series B Stat Methodol. 2018;80(5):1015-1034. Pub Med |
| . "Multiscale adaptive regression models for neuroimaging data.." J R Stat Soc Series B Stat Methodol. 2011;73(4):559-578. Pub Med |
| . "Regression models on Riemannian symmetric spaces.." J R Stat Soc Series B Stat Methodol. 2017;79(2):463-482. Pub Med |
| . "Regression analysis of sparse asynchronous longitudinal data.." J R Stat Soc Series B Stat Methodol. 2015;77(4):755-776. Pub Med |
| . "Semiparametric inference for data with a continuous outcome from a two-phase probability dependent sampling scheme.." J R Stat Soc Series B Stat Methodol. 2014;76(1):197-215. Pub Med |
| . "Efficient estimation of semiparametric transformation models for the cumulative incidence of competing risks.." J R Stat Soc Series B Stat Methodol. 2017;79(2):573-587. Pub Med |
| . "Variable selection for support vector machines in moderately high dimensions.." J R Stat Soc Series B Stat Methodol. 2016;78(1):53-76. Pub Med |
| . "Concordance-assisted learning for estimating optimal individualized treatment regimes.." J R Stat Soc Series B Stat Methodol. 2017;79(5):1565-1582. Pub Med |
| . "Doubly robust inference when combining probability and non-probability samples with high dimensional data.." J R Stat Soc Series B Stat Methodol. 2020;82(2):445-465. Pub Med |
| . "On estimation of optimal treatment regimes for maximizing t-year survival probability.." J R Stat Soc Series B Stat Methodol. 2017;79(4):1165-1185. Pub Med |
