2023
Penalized weighted least-squares estimate for variable selection on correlated multiply imputed data
Li Y, Yang H, Yu H, Huang H, Shen Y. Penalized weighted least-squares estimate for variable selection on correlated multiply imputed data. Journal Of The Royal Statistical Society Series C (Applied Statistics) 2023, 72: 703-717. DOI: 10.1093/jrsssc/qlad028.Peer-Reviewed Original Research
2018
There is no impact of exposure measurement error on latency estimation in linear models
Peskoe SB, Spiegelman D, Wang M. There is no impact of exposure measurement error on latency estimation in linear models. Statistics In Medicine 2018, 38: 1245-1261. PMID: 30515870, PMCID: PMC6542365, DOI: 10.1002/sim.8038.Peer-Reviewed Original ResearchConceptsMeasurement error modelLinear measurement error modelsLeast squares estimatorStandard measurement error modelLinear modelError modelRegression coefficient estimatesLikelihood-based methodsMeasurement errorExposure measurement errorSquares estimatorWide classGeneralized linear modelMean functionStatistical modelCovariance structureError settingsNaive estimatorBody mass indexBehavioral risk factorsLatency parametersExposure-disease relationshipsPrimary disease modelTime-varying exposureCoefficient estimates
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