Mediation effects that emulate a target randomised trial: Simulation-based evaluation of ill-defined interventions on multiple mediators

Well: What We Need to Talk About When We Talk About Health by Sandro Galea.

(2020) L Ashley Robinson   AMERICAN JOURNAL OF EPIDEMIOLOGY

Causal mediation analysis for stochastic interventions

(2020) Iván Díaz et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Intersectional decomposition analysis with differential exposure, effects, and construct

(2019) John W. Jackson et al.   SOCIAL SCIENCE & MEDICINE

Controlled mediation as a generalization of interventional mediation.

(2019) Frank Popham   EPIDEMIOLOGY

Time-dependent mediators in survival analysis: Modeling direct and indirect effects with the additive hazards model

(2019) Odd O. Aalen et al.   BIOMETRICAL JOURNAL

Making Causal Inference More Social and (Social) Epidemiology More Causal

(2019) John W Jackson et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Counterfactuals in Social Epidemiology: Thinking Outside of “The Box”

(2019) Tyler J VanderWeele   AMERICAN JOURNAL OF EPIDEMIOLOGY

Win-win: Reconciling Social Epidemiology and Causal Inference

(2019) Sandro Galea et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Maternal Prepregnancy Weight Status and Adolescent Eating Disorder Behaviors

(2018) Nadia Micali et al.   EPIDEMIOLOGY

Understanding interventional effects

(2018) Margarita Moreno-Betancur et al.   EPIDEMIOLOGY

Decomposition Analysis to Identify Intervention Targets for Reducing Disparities

(2018) John W. Jackson et al.   EPIDEMIOLOGY

Defining causal meditation with a longitudinal mediator and a survival outcome

(2018) Vanessa Didelez   LIFETIME DATA ANALYSIS

Interventional Effects for Mediation Analysis with Multiple Mediators

(2017) Stijn Vansteelandt et al.   EPIDEMIOLOGY

Parametric Mediational g-Formula Approach to Mediation Analysis with Time-varying Exposures, Mediators, and Confounders

(2017) Sheng-Hsuan Lin et al.   EPIDEMIOLOGY

Measuring the impact of differences in risk factor distributions on cross-population differences in disease occurrence: a causal approach

(2017) Margarita Moreno-Betancur et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

(2017) Theo Vos et al.   LANCET

Incidence, clinical management, and mortality risk following self harm among children and adolescents: cohort study in primary care

(2017) Catharine Morgan et al.   BMJ-British Medical Journal

Incidence, clinical management, and mortality risk following self harm among children and adolescents: cohort study in primary care

(2017) Catharine Morgan et al.   BMJ-British Medical Journal

Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available: Table 1.

(2016) Miguel A. Hernán et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Does water kill? A call for less casual causal inferences

(2016) Miguel A. Hernán   ANNALS OF EPIDEMIOLOGY

Mediation analysis with time varying exposures and mediators

(2016) Tyler J. VanderWeele et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Substance use in adulthood following adolescent self-harm: a population-based cohort study

(2014) P. Moran et al.   ACTA PSYCHIATRICA SCANDINAVICA

Stochastic Mediation Contrasts in Epidemiologic Research: Interpregnancy Interval and the Educational Disparity in Preterm Delivery

(2014) Ashley I. Naimi et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Invited Commentary: Agent-Based Models for Causal Inference--Reweighting Data and Theory in Epidemiology

(2014) M. A. Hernan   AMERICAN JOURNAL OF EPIDEMIOLOGY

Causal mediation analysis with multiple mediators

(2014) R. M. Daniel et al.   BIOMETRICS

On the Causal Interpretation of Race in Regressions Adjusting for Confounding and Mediating Variables

(2014) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

Effect Decomposition in the Presence of an Exposure-Induced Mediator-Outcome Confounder

(2014) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

Mediation misgivings: ambiguous clinical and public health interpretations of natural direct and indirect effects

(2014) A. I. Naimi et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Clinical and social outcomes of adolescent self harm: population based birth cohort study

(2014) B. Mars et al.   BMJ-British Medical Journal

An Argument for a Consequentialist Epidemiology

(2013) S. Galea   AMERICAN JOURNAL OF EPIDEMIOLOGY

Premature death after self-harm: a multicentre cohort study

(2012) Helen Bergen et al.   LANCET

Self-harm and suicide in adolescents

(2012) Keith Hawton et al.   LANCET

Population Intervention Causal Effects Based on Stochastic Interventions

(2011) Iván Díaz Muñoz et al.   BIOMETRICS

Compound Treatments and Transportability of Causal Inference

(2011) Miguel A. Hernán et al.   EPIDEMIOLOGY

The natural history of self-harm from adolescence to young adulthood: a population-based cohort study

(2011) Paul Moran et al.   LANCET

Identification, Inference and Sensitivity Analysis for Causal Mediation Effects

(2010) Kosuke Imai et al.   STATISTICAL SCIENCE

Observational Studies Analyzed Like Randomized Experiments

(2008) Miguel A. Hernán et al.   EPIDEMIOLOGY