Tao Wang

发表

Structured subcomposition selection in regression and its application to microbiome data analysis

Hongyu Zhao, Tao Wang, 2017 .

Identification of human circadian genes based on time course gene expression profiles by using a deep learning method.

Hongyu Zhao, Tao Wang, Peng Cui, 2017, Biochimica et biophysica acta. Molecular basis of disease.

A Dirichlet‐tree multinomial regression model for associating dietary nutrients with gut microorganisms

Hongyu Zhao, Tao Wang, 2017, Biometrics.

phyloMDA: an R package for phylogeny-aware microbiome data analysis

Tao Wang, Hongyu Zhao, Chao Zhou, 2022, BMC Bioinformatics.

Estimating a sparse reduction for general regression in high dimensions

Mengjie Chen, Tao Wang, Lixing Zhu, 2016, Statistics and Computing.

Estimating a sparse reduction for general regression in high dimensions

Tao Wang, Lixing Zhu, Hongyu Zhao, 2016, Statistics and Computing.

LPM: a latent probit model to characterize the relationship among complex traits using summary statistics from multiple GWASs and functional annotations.

Tao Wang, Can Yang, Jingsi Ming, 2019, Bioinformatics.

LPM: a latent probit model to characterize the relationship among complex traits using summary statistics from multiple GWASs and functional annotations

Jingsi Ming, Tao Wang, Can Yang, 2018, bioRxiv.

Model-Based Microbiome Data Ordination: A Variational Approximation Approach

Hongyu Zhao, Tao Wang, Yanyan Zeng, 2021, J. Comput. Graph. Stat..

Graph-Assisted Inverse Regression for Count Data and Its Application to Sequencing Data

Tao Wang, Tao Wang, 2020 .

An adaptive independence test for microbiome community data

Hongyu Zhao, Tao Wang, Yaru Song, 2019, Biometrics.

Prediction analysis for microbiome sequencing data

Tao Wang, Can Yang, Hongyu Zhao, 2017, Biometrics.

Adverse Childhood Experiences, Epigenetic Measures, and Obesity in Youth

Hongyu Zhao, H. Garavan, R. Althoff, 2018, The Journal of pediatrics.

Constructing Predictive Microbial Signatures at Multiple Taxonomic Levels

Tao Wang, Hongyu Zhao, Hongyu Zhao, 2017 .

Statistical Methods for Analyzing Tree-Structured Microbiome Data

Hongyu Zhao, Tao Wang, 2021, Statistical Analysis of Microbiome Data.

An empirical Bayes approach to normalization and differential abundance testing for microbiome data

Hongyu Zhao, Tao Wang, Tiantian Liu, 2020, BMC Bioinformatics.

Transformation and differential abundance analysis of microbiome data incorporating phylogeny

Hongyu Zhao, Tao Wang, Chao Zhou, 2021, Bioinform..

A Zero-inflated Logistic Normal Multinomial Model for Extracting Microbial Compositions

Tao Wang, Hongyu Zhao, Yanyan Zeng, 2022, Journal of the American Statistical Association.

mbDenoise: microbiome data denoising using zero-inflated probabilistic principal components analysis

Tao Wang, Chaochun Wei, Wang Tao, 2022, Genome Biology.

On joint estimation of Gaussian graphical models for spatial and temporal data

Tao Wang, Can Yang, Hongyu Zhao, 2015, Biometrics.

Predicting viral exposure response from modeling the changes of co-expression networks using time series gene expression data

Tao Wang, Hongyu Zhao, Hui Lu, 2020, BMC Bioinformatics.

mbDecoda: a debiased approach to compositional data analysis for microbiome surveys

Tao Wang, Yuxuan Zong, Hongyu Zhao, 2024, Briefings in bioinformatics.

An empirical Bayes approach to normalization and differential abundance testing for microbiome data

Hongyu Zhao, Tiantian Liu, Tao Wang, 2020, BMC Bioinformatics.