2018
Progress in assessing and limiting occupational noise exposures in the United States
Neitzel R, Roberts B, Sayler S, Cheng W, Mukherjee B. Progress in assessing and limiting occupational noise exposures in the United States. The Journal Of The Acoustical Society Of America 2018, 143: 1780-1780. DOI: 10.1121/1.5035826.Peer-Reviewed Original ResearchOccupational noise exposureOccupational noisePrevalence of noise-induced hearing lossNoise exposureNational job-exposure matrixNoise-induced hearing lossNon-auditory health effectsHealth effects of noiseJob-exposure matrixOccupational healthNoise exposure limitsAmerican Conference of Governmental Industrial HygienistsUS workersPresence of regulationHearing lossUnited StatesLoss prevention measuresExposure matrixOccupational noise exposure limitsProtect workersHealth burdenIndustrial hygienistsHealth impactsAdverse health effectsHealth effects
2013
Statistical strategies for constructing health risk models with multiple pollutants and their interactions: possible choices and comparisons
Sun Z, Tao Y, Li S, Ferguson K, Meeker J, Park S, Batterman S, Mukherjee B. Statistical strategies for constructing health risk models with multiple pollutants and their interactions: possible choices and comparisons. Environmental Health 2013, 12: 85. PMID: 24093917, PMCID: PMC3857674, DOI: 10.1186/1476-069x-12-85.Peer-Reviewed Original ResearchConceptsMultipollutant modelsHealth impacts of environmental factorsEffect estimatesExposure-response associationsExposure to multiple pollutantsTime series designConsequence of environmental exposureSample sizeHealth impactsEnvironmental exposuresPresence of multicollinearityRisk predictionPotential interactive effectsInitial screeningPollutant mixturesImpact of environmental factorsSupervised principal component analysisModel dimensionsStatistical literatureData examplesTree-based methodsMultiple pollutantsVariable selectionSimulation studyReduce model dimension