2020
Integrative statistical methods for exposure mixtures and health
Reich BJ, Guan Y, Fourches D, Warren JL, Sarnat SE, Chang HH. Integrative statistical methods for exposure mixtures and health. The Annals Of Applied Statistics 2020, 14: 1945-1963. PMID: 35284031, PMCID: PMC8914338, DOI: 10.1214/20-aoas1364.Peer-Reviewed Original ResearchIntegrative statistical methodsStatistical methodsAuxiliary informationFlexible Bayesian modelInnovative statistical toolsPrior distributionVolatile organic compoundsStatistical toolsBayesian modelOrganic compoundsInterpretable modelsSpectrum of analysisRole of mixturesEmergency room visitsChemical mixturesDiverse chemicalsMixture constituentsNew methodRoom visitsMixtureEnvironmental epidemiologyMeasured exposureChemicalsAdverse health outcomesToxicological data
2019
Phylogeny-based tumor subclone identification using a Bayesian feature allocation model
Zeng L, Warren J, Zhao H. Phylogeny-based tumor subclone identification using a Bayesian feature allocation model. The Annals Of Applied Statistics 2019, 13: 1212-1241. DOI: 10.1214/18-aoas1223.Peer-Reviewed Original ResearchCopy number variationsCourse of evolutionSubgroup of cellsWhole-genome sequencing samplesTumor subclonesBayesian feature allocation modelPhylogenetic structureDifferent genetic alterationsPhylogeny structureSequencing depthFeature allocation modelNumber variationsSequencing samplesTree sizeDistinct genotypesGenetic alterationsSubclonesResult of competitionTumor progressionBayesian modelEstimation accuracySifADrug resistanceCellsSimulation study