Assessing natural direct and indirect effects for a continuous exposure and a dichotomous outcome.

PubWeight™: 0.75^‹?›

🔗 View Article (PMID 28255292)

Published in J Stat Theory Pract on June 22, 2016

Authors

Wei Wang¹, Bo Zhang²

Author Affiliations

1: Center of Biostatistics and Bioinformatics, New Guyton Research Building G562, University of Mississippi Medical Center, 2500 North State Street, Jackson, MS 39216.
2: Office of Surveillance and Biometrics, Center for Devices and Radiological Health, Food and Drug Administration, 10993 New Hampshire Avenue. Silver Spring, MD 20993, , , Bo.Zhang@fda.hhs.gov.

Articles cited by this ↗

The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. J Pers Soc Psychol (1986) 124.55

Identifiability and exchangeability for direct and indirect effects. Epidemiology (1992) 14.88

A general approach to causal mediation analysis. Psychol Methods (2010) 7.37

Metabolic mediators of the effects of body-mass index, overweight, and obesity on coronary heart disease and stroke: a pooled analysis of 97 prospective cohorts with 1·8 million participants. Lancet (2013) 7.34

Odds ratios for mediation analysis for a dichotomous outcome. Am J Epidemiol (2010) 6.03

Estimation of direct causal effects. Epidemiology (2006) 3.78

Concerning the consistency assumption in causal inference. Epidemiology (2009) 3.06

The causal mediation formula--a guide to the assessment of pathways and mechanisms. Prev Sci (2012) 2.77

The intermediate endpoint effect in logistic and probit regression. Clin Trials (2007) 2.67

Insulin-associated weight gain in diabetes--causes, effects and coping strategies. Diabetes Obes Metab (2007) 2.24

Mediation analysis via potential outcomes models. Stat Med (2008) 1.75

Mediating effects of smoking and chronic obstructive pulmonary disease on the relation between the CHRNA5-A3 genetic locus and lung cancer risk. Cancer (2010) 1.55

Generalized causal mediation analysis. Biometrics (2011) 1.53

Overview of the Jackson Heart Study: a study of cardiovascular diseases in African American men and women. Am J Med Sci (1999) 1.42

Mediation Analysis with Multiple Mediators. Epidemiol Method (2014) 1.17

Obesity, diabetes, and chronic kidney disease. Curr Diab Rep (2007) 1.04

Estimation of mediation effects for zero-inflated regression models. Stat Med (2012) 1.00

Obesity and diabetic kidney disease. Med Clin North Am (2012) 0.97

Flexible marginalized models for bivariate longitudinal ordinal data. Biostatistics (2013) 0.91

Estimation of causal mediation effects for a dichotomous outcome in multiple-mediator models using the mediation formula. Stat Med (2013) 0.90

Sensitivity analyses for parametric causal mediation effect estimation. Biostatistics (2014) 0.90

Marginalized random effects models for multivariate longitudinal binary data. Stat Med (2009) 0.88

Articles by these authors ⇆

Causal Mediation Analysis for the Cox Proportional Hazards Model with a Smooth Baseline Hazard Estimator. J R Stat Soc Ser C Appl Stat (2016) 0.75