2018
Two-way effect modifications of air pollution and air temperature on total natural and cardiovascular mortality in eight European urban areas
Chen K, Wolf K, Breitner S, Gasparrini A, Stafoggia M, Samoli E, Andersen ZJ, Bero-Bedada G, Bellander T, Hennig F, Jacquemin B, Pekkanen J, Hampel R, Cyrys J, Peters A, Schneider A, Group U. Two-way effect modifications of air pollution and air temperature on total natural and cardiovascular mortality in eight European urban areas. Environment International 2018, 116: 186-196. PMID: 29689465, DOI: 10.1016/j.envint.2018.04.021.Peer-Reviewed Original ResearchConceptsCardiovascular mortalityAmbient air pollutionShort-term associationsTemperature-mortality associationCity-specific effect estimatesEffect modificationHigh air pollutionMortality riskEpidemiological studiesInfluenza epidemicsMortalityEffect estimatesMortality effectsAir pollutionDaily mortalityAssociationDaysAir pollution levelsDistributed lag
2017
Robust distributed lag models using data adaptive shrinkage
Chen Y, Mukherjee B, Adar S, Berrocal V, Coull B. Robust distributed lag models using data adaptive shrinkage. Biostatistics 2017, 19: 461-478. PMID: 29040386, PMCID: PMC6454578, DOI: 10.1093/biostatistics/kxx041.Peer-Reviewed Original ResearchConceptsDistributed lag modelsDistributed lagLag modelTime series dataEffects of air pollutionBias-variance trade-offGeneralized ridge regressionShrinkage methodAir pollution studiesHierarchical Bayes approachShrinkage approachTime seriesDl functionAir pollutionPollution studiesEffect estimatesTrade-OffsExtensive simulation studyDependent variableShrinking coefficientsMean square errorLagSimulation studyBayes approachRidge regression
This site is protected by hCaptcha and its Privacy Policy and Terms of Service apply