- Home
- Publications
- Publication Search
- Publication Details
Title
Causal mediation analysis for stochastic interventions
Authors
Keywords
-
Journal
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
Volume -, Issue -, Pages -
Publisher
Wiley
Online
2020-02-06
DOI
10.1111/rssb.12362
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Double/debiased machine learning for treatment and structural parameters
- (2018) Victor Chernozhukov et al. Econometrics Journal
- Nonparametric causal effects based on incremental propensity score interventions
- (2018) Edward H. Kennedy JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Uniformly valid post-regularization confidence regions for many functional parameters in z-estimation framework
- (2018) Alexandre Belloni et al. ANNALS OF STATISTICS
- Interventional Effects for Mediation Analysis with Multiple Mediators
- (2017) Stijn Vansteelandt et al. EPIDEMIOLOGY
- Defining and estimating causal direct and indirect effects when setting the mediator to specific values is not feasible
- (2016) Judith J. Lok STATISTICS IN MEDICINE
- Doubly Robust Policy Evaluation and Optimization
- (2015) Miroslav Dudík et al. STATISTICAL SCIENCE
- Bounds for Pure Direct Effect
- (2014) Eric J. Tchetgen Tchetgen et al. EPIDEMIOLOGY
- Effect Decomposition in the Presence of an Exposure-Induced Mediator-Outcome Confounder
- (2014) Tyler J. VanderWeele et al. EPIDEMIOLOGY
- Targeted Maximum Likelihood Estimation of Natural Direct Effects
- (2014) Wenjing Zheng et al.
- Gaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors
- (2013) Victor Chernozhukov et al. ANNALS OF STATISTICS
- Estimation of the effect of interventions that modify the received treatment
- (2013) S. Haneuse et al. STATISTICS IN MEDICINE
- Inverse odds ratio-weighted estimation for causal mediation analysis
- (2013) Eric J. Tchetgen Tchetgen STATISTICS IN MEDICINE
- Semiparametric theory for causal mediation analysis: Efficiency bounds, multiple robustness and sensitivity analysis
- (2012) Eric J. Tchetgen Tchetgen et al. ANNALS OF STATISTICS
- Natural Direct and Indirect Effects on the Exposed: Effect Decomposition under Weaker Assumptions
- (2012) Stijn Vansteelandt et al. BIOMETRICS
- Population Intervention Causal Effects Based on Stochastic Interventions
- (2011) Iván Díaz Muñoz et al. BIOMETRICS
- Combining Multiple Imputation and Inverse-Probability Weighting
- (2011) Shaun R. Seaman et al. BIOMETRICS
- Intervening on risk factors for coronary heart disease: an application of the parametric g-formula
- (2009) Sarah L Taubman et al. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started