2019
Manganese is associated with increased plasma interleukin-1β during pregnancy, within a mixtures analysis framework of urinary trace metals
Aung M, Meeker J, Boss J, Bakulski K, Mukherjee B, Cantonwine D, McElrath T, Ferguson K. Manganese is associated with increased plasma interleukin-1β during pregnancy, within a mixtures analysis framework of urinary trace metals. Reproductive Toxicology 2019, 93: 43-53. PMID: 31881266, PMCID: PMC7138746, DOI: 10.1016/j.reprotox.2019.12.004.Peer-Reviewed Original ResearchConceptsIL-1BBayesian kernel machine regressionKernel machine regressionInterleukin-1bInterquartile range differenceCross-sectional studyAssociated with biomarkersReproductive health outcomesImmune signaling moleculesHealth outcomesLIFECODES birth cohortPregnant womenImmune perturbationsImmune biomarkersBirth cohortUrinary manganeseMachine regressionLinear regressionExposure analytesAssociationSignaling moleculesRegressionPair-wise associationsTrimesterPregnancy
2018
Informing a Risk Prediction Model for Binary Outcomes with External Coefficient Information
Cheng W, Taylor J, Gu T, Tomlins S, Mukherjee B. Informing a Risk Prediction Model for Binary Outcomes with External Coefficient Information. Journal Of The Royal Statistical Society Series C (Applied Statistics) 2018, 68: 121-139. PMID: 31105344, PMCID: PMC6519970, DOI: 10.1111/rssc.12306.Peer-Reviewed Original ResearchOutcome variable YEfficiency of estimationMeasurement error literatureDistribution of B.Regression coefficientsVariable YRegression modelsBinary outcomesVariable BLogistic regression modelsRisk prediction modelAlternative expressionBinary BImproved estimatesGaussian distributionProstate Cancer Prevention Trial Risk CalculatorProstate cancer antigen 3Risk calculatorStandard errorEstimationPredictive powerAntigen 3RegressionHistorical data