2025
Exposure Measurement Error Correction in Longitudinal Studies With Discrete Outcomes
Yang C, Zhang N, Li J, Mehta U, Hart J, Spiegelman D, Wang M. Exposure Measurement Error Correction in Longitudinal Studies With Discrete Outcomes. Statistics In Medicine 2025, 44: e70191. PMID: 40680786, PMCID: PMC12274082, DOI: 10.1002/sim.70191.Peer-Reviewed Original ResearchConceptsNurses' Health Study IIError-prone exposureDiscrete outcomesLongitudinal studyMeasurement error correctionEnvironmental epidemiologistsHealth outcomesTime-varying functionCoverage probability improvementStudy designOccurrence of anxiety disordersStudy IIExposure measurementsEstimation procedureSimulation studyBias reductionAnxiety disordersExposure effectsHistory functionOutcomesChronic exposure effectsExposure historyNursesError correctionEpidemiologists
2014
Validation Study: Introduction
Spiegelman D. Validation Study: Introduction. 2014 DOI: 10.1002/9781118445112.stat07791.Peer-Reviewed Original Research
2007
Regression calibration for logistic regression with multiple surrogates for one exposure
Weller E, Milton D, Eisen E, Spiegelman D. Regression calibration for logistic regression with multiple surrogates for one exposure. Journal Of Statistical Planning And Inference 2007, 137: 449-461. DOI: 10.1016/j.jspi.2006.01.009.Peer-Reviewed Original ResearchCross-sectional epidemiologic studyExposure measurementsExposure-response associationsQuantitative exposure measurementsLung functionBaseline prevalenceExposure measurement errorOccupational exposureEpidemiologic studiesFluid exposureHealth outcomesExposure assessment studiesLogistic regressionIndividual exposurePersonal monitors
1991
Cost-efficient study designs for binary response data with Gaussian covariate measurement error.
Spiegelman D, Gray R. Cost-efficient study designs for binary response data with Gaussian covariate measurement error. Biometrics 1991, 47: 851-69. PMID: 1789885, DOI: 10.2307/2532644.Peer-Reviewed Original ResearchConceptsStudy designValidation studyEpidemiologic cohort studiesOverall sample sizeExposure measurementsCohort studyOutcome ascertainmentRelative riskExposure measurement methodsSample of subjectsExposure variablesOptimal study designDisease frequencySample sizeInternal validation studyExposure assessmentValidation substudySubjectsPrimary investigationBest methodProportionSubstudyStudy
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