Zhou C, Wang H, Zhao H,Wang T: fastANCOM: a fast method for analysis of compositions of microbiomes.Bioinformatics, 2022, 38(7): 2039-2041.
Wang T: Dimension reduction via adaptive slicing.Statistica Sinica2022, 32: 499-516.
Zhou C, Zhao H,Wang T: Transformation and differential abundance analysis of microbiome data incorporating phylogeny.Bioinformatics2021, 37(24): 4652-4660
Wang T: Graph-assisted inverse regression for count data and its application to sequencing data.Journal of Computational and Graphical Statistics2020, 29(3): 444-454
Song Y, Zhao H,Wang T: An adaptive independence test for microbiome community data.Biometrics2020, 76(2): 414-426
Ming J,Wang T, Yang C: LPM: a latent probit model to characterize the relationship among complex traits using summary statistics from multiple GWASs and functional annotations.Bioinformatics2020, 36(8): 2506–2514
Sun Q, Zhu R,Wang T, Zeng D: Counting process-based dimension reduction methods for censored outcomes.Biometrika2019, 106: 181-196
Wang T, Yang C, Zhao H: Prediction analysis for microbiome sequencing data.Biometrics2019, 75(3): 875-884
Lin Z,Wang T, Yang C, Zhao H: On joint estimation of Gaussian graphical models for spatial and temporal data.Biometrics2017, 73(3): 769-779
Wang T, Zhao H: Constructing predictive microbial signatures at multiple taxonomic levels.Journal of the American Statistical Association2017, 112(519): 1022-1031
Wang T, Zhao H: A Dirichlet-tree multinomial regression model for associating dietary nutrients with gut microorganisms.Biometrics2017, 73(3): 792-801
Wang T, Zhao H: Structured subcomposition selection in regression and its application to microbiome data analysis.Annals of Applied Statistics2017, 11(2): 771-791
Wang T, Chen M, Zhao H: Estimating DNA methylation levels by joint modeling of multiple methylation profiles from microarray data.Biometrics2016, 72(2): 354-363
Guo X,Wang T, Zhu L: Model checking for parametric single-index models: a dimension reduction model-adaptive approach.Journal of the Royal Statistical Society Series B2016, 78(5): 1013-1035
Wang T, Xu P, Zhu L: Variable selection and estimation for semi-parametric multiple-index models.Bernoulli2015, 21: 242-275
Wang T, Zhu L: A distribution-based LASSO for a general single-index model.Science China Mathematics2015, 58: 109-130
Wang T, Guo X, Zhu L, Xu P: Transformed sufficient dimension reduction.Biometrika2014, 101(4): 815-829
Zhu L,Wang T, Zhu L, Ferré L: Sufficient dimension reduction through discretization-expectation estimation.Biometrika2010, 97(2): 295-304
