Counterfactual Mediation Analysis with a Latent Class Exposure

Gemma Hammertona Centre for Academic Mental Health, Population Health Sciences, Bristol Medical School, University of Bristol;b Medical Research Council Integrative Epidemiology Unit, University of Bristol;c Population Health Sciences, Bristol Medical School, University of Bristol;d Health Protection Research Unit in Behavioural Science and Evaluation (HPRU BSE), University of BristolCorrespondence[email protected]

Jon Herona Centre for Academic Mental Health, Population Health Sciences, Bristol Medical School, University of Bristol;b Medical Research Council Integrative Epidemiology Unit, University of Bristol;c Population Health Sciences, Bristol Medical School, University of Bristol

Katie Lewise Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University;f Department of Psychiatry, Brigham & Women’s Hospital, Harvard Medical School

Kate Tillingb Medical Research Council Integrative Epidemiology Unit, University of Bristol;c Population Health Sciences, Bristol Medical School, University of Bristol

Stijn Vansteelandtg Department of Applied Mathematics, Computer Science and Statistics, Ghent University

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