2017
Constructing Predictive Microbial Signatures at Multiple Taxonomic Levels
Wang T, Zhao H. Constructing Predictive Microbial Signatures at Multiple Taxonomic Levels. Journal Of The American Statistical Association 2017, 112: 1022-1031. DOI: 10.1080/01621459.2016.1270213.Peer-Reviewed Original ResearchBacterial taxaTaxonomic levelsMultiple taxonomic levelsDifferent taxonomic levelsDNA sequencing technologiesHuman microbiome studiesPhylogenetic treeHost phenotypeSequencing technologiesNormal human physiologyTaxaHuman microbiomeMicrobial signaturesMicrobiome studiesMicrobiome data analysisImportant groupMicrobiome dataHigh-dimensional compositional dataHuman physiologyRecent advancesMicrobesRapid advancesMajor goalMicrobiomePhenotype
2006
A Misclassification Model for Inferring Transcriptional Regulatory Networks
Vannucci M, Sun N, Zhao H. A Misclassification Model for Inferring Transcriptional Regulatory Networks. 2006, 347-365. DOI: 10.1017/cbo9780511584589.019.Peer-Reviewed Original ResearchTranscriptional regulatory networksGene expression dataRegulatory networksExpression dataUnderlying transcriptional regulatory networksProtein-DNA binding dataNetwork reconstructionSet of proteinsYeast cell cycleMutual regulatory interactionsRegulatory network reconstructionGene regulationRegulatory interactionsSpecific genesCell cycleGenesBiological researchExpression levelsProteinTRNBinding dataHigh connectivityTransient stimulationRecent advancesStatistical framework