Tao Wang

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 12

Top Topics

Sparse Metric Learning

Hepatitis C Virus

Transformation Models

Top Venues

Comput. Stat. Data Anal.

Publications

Chao Zhou, Huimin Wang, Hongyu Zhao, Tao Wang
fastANCOM: a fast method for analysis of compositions of microbiomes. Bioinform. 38 (7) (2022)
Tiantian Liu, Peirong Xu, Yueyao Du, Hui Lu, Hongyu Zhao, Tao Wang
MZINBVA: variational approximation for multilevel zero-inflated negative-binomial models for association analysis in microbiome surveys. Briefings Bioinform. 23 (1) (2022)
Tiantian Liu, Chao Zhou, Huimin Wang, Hongyu Zhao, Tao Wang
phyloMDA: an R package for phylogeny-aware microbiome data analysis. BMC Bioinform. 23 (1) (2022)
Chao Zhou, Hongyu Zhao, Tao Wang
Transformation and differential abundance analysis of microbiome data incorporating phylogeny. Bioinform. 37 (24) (2021)
Yanyan Zeng, Hongyu Zhao, Tao Wang
Model-Based Microbiome Data Ordination: A Variational Approximation Approach. J. Comput. Graph. Stat. 30 (4) (2021)
Fangli Dong, Yong He, Tao Wang, Dong Han, Hui Lu, Hongyu Zhao
Predicting viral exposure response from modeling the changes of co-expression networks using time series gene expression data. BMC Bioinform. 21 (1) (2020)
Xuehu Zhu, Xu Guo, Tao Wang, Lixing Zhu
Dimensionality determination: A thresholding double ridge ratio approach. Comput. Stat. Data Anal. 146 (2020)
Tiantian Liu, Hongyu Zhao, Tao Wang
An empirical Bayes approach to normalization and differential abundance testing for microbiome data. BMC Bioinform. 21 (1) (2020)
Tao Wang, Mengjie Chen, Hongyu Zhao, Lixing Zhu
Estimating a sparse reduction for general regression in high dimensions. Stat. Comput. 28 (1) (2018)
Xuehu Zhu, Tao Wang, Junlong Zhao, Lixing Zhu
Inference for biased transformation models. Comput. Stat. Data Anal. 109 (2017)
Tao Wang, Xuerong Meggie Wen, Lixing Zhu
Multiple-population shrinkage estimation via sliced inverse regression. Stat. Comput. 27 (1) (2017)
Cong Liu, Jianping Jiang, Jianlei Gu, Zhangsheng Yu, Tao Wang, Hui Lu
High-dimensional omics data analysis using a variable screening protocol with prior knowledge integration (SKI). BMC Syst. Biol. 10 (4) (2016)
Zhenghui Feng, Tao Wang, Lixing Zhu
Transformation-based estimation. Comput. Stat. Data Anal. 78 (2014)
Xu Guo, Tao Wang, Wangli Xu, Lixing Zhu
Dimension reduction with missing response at random. Comput. Stat. Data Anal. 69 (2014)
Tao Wang, Lixing Zhu
Sparse sufficient dimension reduction using optimal scoring. Comput. Stat. Data Anal. 57 (1) (2013)
Tao Wang, Peirong Xu, Lixing Zhu
Non-convex penalized estimation in high-dimensional models with single-index structure. J. Multivar. Anal. 109 (2012)
Tao Wang, Lixing Zhu
Consistent tuning parameter selection in high dimensional sparse linear regression. J. Multivar. Anal. 102 (7) (2011)