Applying Latent Variable Models to Estimate Cumulative Exposure Burden to Chemical Mixtures and Identify Latent Exposure Subgroups: A Critical Review and Future Directions
Shelley H. Liu, Yitong Chen, Jordan R. Kuiper, Emily Ho, Jessie P. Buckley, Leah Feuerstahler
Topics & Concepts
Latent variableLatent class modelLatent variable modelStructural equation modelingBiostatisticsItem response theoryLeverage (statistics)Measurement invarianceExposure assessmentEconometricsPsychometricsDifferential item functioningEnvironmental epidemiologyConfirmatory factor analysisComputer scienceStatisticsEnvironmental healthMachine learningPublic healthMedicineMathematicsNursingAir Quality and Health ImpactsUrban Transport and AccessibilityHealth, Environment, Cognitive Aging