Tao Wang

23 papers Journal 23
YearRankTypeTitle / Venue / Authors
2025 J jnl
CRAmed: a conditional randomization test for high-dimensional mediation analysis in sparse microbiome data.
Bioinform.
Tiantian Liu, Xiangnan Xu, Tao Wang, Peirong Xu
2025 J jnl
InterVelo: a mutually enhancing model for estimating pseudotime and RNA velocity in multi-omic single-cell data.
Bioinform.
Yurou Wang, Zhixiang Lin, Tao Wang
2024 J jnl
mbDecoda: a debiased approach to compositional data analysis for microbiome surveys.
Briefings Bioinform.
Yuxuan Zong, Hongyu Zhao, Tao Wang
2024 J jnl
mbDriver: identifying driver microbes in microbial communities based on time-series microbiome data.
Briefings Bioinform.
Xiaoxiu Tan, Feng Xue, Chenhong Zhang, Tao Wang
2022 J jnl
MZINBVA: variational approximation for multilevel zero-inflated negative-binomial models for association analysis in microbiome surveys.
Briefings Bioinform.
Tiantian Liu, Peirong Xu, Yueyao Du, Hui Lu, Hongyu Zhao, Tao Wang
2022 J jnl
fastANCOM: a fast method for analysis of compositions of microbiomes.
Bioinform.
Chao Zhou, Huimin Wang, Hongyu Zhao, Tao Wang
2022 J jnl
phyloMDA: an R package for phylogeny-aware microbiome data analysis.
BMC Bioinform.
Tiantian Liu, Chao Zhou, Huimin Wang, Hongyu Zhao, Tao Wang
2021 J jnl
Dimension reduction in binary response regression: A joint modeling approach.
Comput. Stat. Data Anal.
Junlan Li, Tao Wang
2021 J jnl
Model-Based Microbiome Data Ordination: A Variational Approximation Approach.
J. Comput. Graph. Stat.
Yanyan Zeng, Hongyu Zhao, Tao Wang
2021 J jnl
Transformation and differential abundance analysis of microbiome data incorporating phylogeny.
Bioinform.
Chao Zhou, Hongyu Zhao, Tao Wang
2020 J jnl
An empirical Bayes approach to normalization and differential abundance testing for microbiome data.
BMC Bioinform.
Tiantian Liu, Hongyu Zhao, Tao Wang
2020 J jnl
Dimensionality determination: A thresholding double ridge ratio approach.
Comput. Stat. Data Anal.
Xuehu Zhu, Xu Guo, Tao Wang, Lixing Zhu
2020 J jnl
LPM: a latent probit model to characterize the relationship among complex traits using summary statistics from multiple GWASs and functional annotations.
Bioinform.
Jingsi Ming, Tao Wang, Can Yang
2020 J jnl
Predicting viral exposure response from modeling the changes of co-expression networks using time series gene expression data.
BMC Bioinform.
Fangli Dong, Yong He, Tao Wang, Dong Han, Hui Lu, Hongyu Zhao
2018 J jnl
Estimating a sparse reduction for general regression in high dimensions.
Stat. Comput.
Tao Wang, Mengjie Chen, Hongyu Zhao, Lixing Zhu
2017 J jnl
Inference for biased transformation models.
Comput. Stat. Data Anal.
Xuehu Zhu, Tao Wang, Junlong Zhao, Lixing Zhu
2017 J jnl
Multiple-population shrinkage estimation via sliced inverse regression.
Stat. Comput.
Tao Wang, Xuerong Meggie Wen, Lixing Zhu
2016 J jnl
High-dimensional omics data analysis using a variable screening protocol with prior knowledge integration (SKI).
BMC Syst. Biol.
Cong Liu, Jianping Jiang, Jianlei Gu, Zhangsheng Yu, Tao Wang, Hui Lu
2014 J jnl
Dimension reduction with missing response at random.
Comput. Stat. Data Anal.
Xu Guo, Tao Wang, Wangli Xu, Lixing Zhu
2014 J jnl
Transformation-based estimation.
Comput. Stat. Data Anal.
Zhenghui Feng, Tao Wang, Lixing Zhu
2013 J jnl
Sparse sufficient dimension reduction using optimal scoring.
Comput. Stat. Data Anal.
Tao Wang, Lixing Zhu
2012 J jnl
Non-convex penalized estimation in high-dimensional models with single-index structure.
J. Multivar. Anal.
Tao Wang, Peirong Xu, Lixing Zhu
2011 J jnl
Consistent tuning parameter selection in high dimensional sparse linear regression.
J. Multivar. Anal.
Tao Wang, Lixing Zhu