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Tao Wang

Orcid: 0000-0002-1218-4017

Affiliations:
  • Shanghai Jiao Tong University, Department of Bioinformatics and Biostatistics, China
  • Yale University, Department of Biostatistics, New Haven, CT, USA (2014 - 2015)
  • Hong Kong Baptist University, Department of Mathematics, Hong Kong (PhD 2013)


According to our database1, Tao Wang authored at least 18 papers between 2011 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
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Links

Online presence:

On csauthors.net:

Bibliography

2022
phyloMDA: an R package for phylogeny-aware microbiome data analysis.
[BibTeX]
[DOI]
Tiantian Liu
,
Chao Zhou
,
Huimin Wang
,
Hongyu Zhao
,
Tao Wang
BMC Bioinform., December, 2022

fastANCOM: a fast method for analysis of compositions of microbiomes.
[BibTeX]
[DOI]
Chao Zhou
,
Huimin Wang
,
Hongyu Zhao
,
Tao Wang
Bioinform., 2022

MZINBVA: variational approximation for multilevel zero-inflated negative-binomial models for association analysis in microbiome surveys.
[BibTeX]
[DOI]
Tiantian Liu
,
Peirong Xu
,
Yueyao Du
,
Hui Lu
,
Hongyu Zhao
,
Tao Wang
Briefings Bioinform., 2022

2021
Model-Based Microbiome Data Ordination: A Variational Approximation Approach.
[BibTeX]
[DOI]
Yanyan Zeng
,
Hongyu Zhao
,
Tao Wang
J. Comput. Graph. Stat., 2021

Dimension reduction in binary response regression: A joint modeling approach.
[BibTeX]
[DOI]
Junlan Li
,
Tao Wang
Comput. Stat. Data Anal., 2021

Transformation and differential abundance analysis of microbiome data incorporating phylogeny.
[BibTeX]
[DOI]
Chao Zhou
,
Hongyu Zhao
,
Tao Wang
Bioinform., 2021

2020
Dimensionality determination: A thresholding double ridge ratio approach.
[BibTeX]
[DOI]
Xuehu Zhu
,
Xu Guo
,
Tao Wang
,
Lixing Zhu
Comput. Stat. Data Anal., 2020

An empirical Bayes approach to normalization and differential abundance testing for microbiome data.
[BibTeX]
[DOI]
Tiantian Liu
,
Hongyu Zhao
,
Tao Wang
BMC Bioinform., 2020

Predicting viral exposure response from modeling the changes of co-expression networks using time series gene expression data.
[BibTeX]
[DOI]
Fangli Dong
,
Yong He
,
Tao Wang
,
Dong Han
,
Hui Lu
,
Hongyu Zhao
BMC Bioinform., 2020

2018
Estimating a sparse reduction for general regression in high dimensions.
[BibTeX]
[DOI]
Tao Wang
,
Mengjie Chen
,
Hongyu Zhao
,
Lixing Zhu
Stat. Comput., 2018

2017
Multiple-population shrinkage estimation via sliced inverse regression.
[BibTeX]
[DOI]
Tao Wang
,
Xuerong Meggie Wen
,
Lixing Zhu
Stat. Comput., 2017

Inference for biased transformation models.
[BibTeX]
[DOI]
Xuehu Zhu
,
Tao Wang
,
Junlong Zhao
,
Lixing Zhu
Comput. Stat. Data Anal., 2017

2016
High-dimensional omics data analysis using a variable screening protocol with prior knowledge integration (SKI).
[BibTeX]
[DOI]
Cong Liu
,
Jianping Jiang
,
Jianlei Gu
,
Zhangsheng Yu
,
Tao Wang
,
Hui Lu
BMC Syst. Biol., 2016

2014
Dimension reduction with missing response at random.
[BibTeX]
[DOI]
Xu Guo
,
Tao Wang
,
Wangli Xu
,
Lixing Zhu
Comput. Stat. Data Anal., 2014

Transformation-based estimation.
[BibTeX]
[DOI]
Zhenghui Feng
,
Tao Wang
,
Lixing Zhu
Comput. Stat. Data Anal., 2014

2013
Sparse sufficient dimension reduction using optimal scoring.
[BibTeX]
[DOI]
Tao Wang
,
Lixing Zhu
Comput. Stat. Data Anal., 2013

2012
Non-convex penalized estimation in high-dimensional models with single-index structure.
[BibTeX]
[DOI]
Tao Wang
,
Peirong Xu
,
Lixing Zhu
J. Multivar. Anal., 2012

2011
Consistent tuning parameter selection in high dimensional sparse linear regression.
[BibTeX]
[DOI]
Tao Wang
,
Lixing Zhu
J. Multivar. Anal., 2011


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