2019
An Adaptive Independence Test for Microbiome Community Data
Song Y, Zhao H, Wang T. An Adaptive Independence Test for Microbiome Community Data. Biometrics 2019, 76: 414-426. PMID: 31538660, DOI: 10.1111/biom.13154.Peer-Reviewed Original ResearchPrediction analysis for microbiome sequencing data
Wang T, Yang C, Zhao H. Prediction analysis for microbiome sequencing data. Biometrics 2019, 75: 875-884. PMID: 30994187, DOI: 10.1111/biom.13061.Peer-Reviewed Original ResearchConceptsMonte Carlo expectation-maximization algorithmInverse regression modelReal data exampleTypes of covariatesNew statistical frameworkMaximum likelihood estimationExpectation-maximization algorithmDimension reduction structureInverse regressionStatistical frameworkData examplesStatistical challengesLikelihood estimationMicrobiome sequencing dataHuman microbiome studiesHuman microbiome compositionDifferent library sizesZerosPredictive analysisModelEstimationAlgorithmSimulationsRegression modelsFramework
2017
A Dirichlet-Tree Multinomial Regression Model for Associating Dietary Nutrients with Gut Microorganisms
Wang T, Zhao H. A Dirichlet-Tree Multinomial Regression Model for Associating Dietary Nutrients with Gut Microorganisms. Biometrics 2017, 73: 792-801. PMID: 28112797, PMCID: PMC5587402, DOI: 10.1111/biom.12654.Peer-Reviewed Original Research
2015
Estimating DNA Methylation Levels by Joint Modeling of Multiple Methylation Profiles From Microarray Data
Wang T, Chen M, Zhao H. Estimating DNA Methylation Levels by Joint Modeling of Multiple Methylation Profiles From Microarray Data. Biometrics 2015, 72: 354-363. PMID: 26433612, PMCID: PMC4820364, DOI: 10.1111/biom.12422.Peer-Reviewed Original Research