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 ResearchMeSH KeywordsAlgorithmsBacteriaHumansLikelihood FunctionsMicrobiotaMonte Carlo MethodRegression AnalysisSequence AnalysisConceptsMonte 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 ResearchMeSH KeywordsDietGastrointestinal MicrobiomeHumansLikelihood FunctionsPhylogenyRegression AnalysisStatistical Distributions
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