Semiparametric Theory for Causal Mediation Analysis: efficiency bounds, multiple robustness, and sensitivity analysis
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G-computation demonstration in causal mediation analysisImplementation and reporting of causal mediation analysis in 2015: a systematic review in epidemiological studies.Evaluation of Medication-mediated Effects in Pharmacoepidemiology.Mediation analysis for count and zero-inflated count dataExamining the role of unmeasured confounding in mediation analysis with genetic and genomic applications.Identification and estimation of survivor average causal effectsDirect genetic effects and their estimation from matched case-control data.Practical guidance for conducting mediation analysis with multiple mediators using inverse odds ratio weighting.Mediation analysis with intermediate confounding: structural equation modeling viewed through the causal inference lens.Causal mediation analysis with multiple mediators.Estimation of a Semiparametric Natural Direct Effect Model Incorporating Baseline CovariatesSensitivity analyses for parametric causal mediation effect estimationSurrogate markers for time-varying treatments and outcomesMediation Analysis for Censored Survival Data Under an Accelerated Failure Time Model.Sharp sensitivity bounds for mediation under unmeasured mediator-outcome confounding.Causation and causal inference for genetic effects.Inverse odds ratio-weighted estimation for causal mediation analysis.Mediation analysis with time varying exposures and mediators.Mediation analysis for a survival outcome with time-varying exposures, mediators, and confounders.Boosting the precision of mediation analyses of randomised experiments through covariate adjustment.Parametric Mediational g-Formula Approach to Mediation Analysis with Time-varying Exposures, Mediators, and Confounders.A framework for Bayesian nonparametric inference for causal effects of mediation.Estimating causal contrasts involving intermediate variables in the presence of selection bias.Flexible Mediation Analysis in the Presence of Nonlinear Relations: Beyond the Mediation Formula.Causal mediation analysis with multiple causally non-ordered mediators.Defining and estimating causal direct and indirect effects when setting the mediator to specific values is not feasibleA Note on formulae for causal mediation analysis in an odds ratiocontext.CAUSAL INFERENCE WITH A GRAPHICAL HIERARCHY OF INTERVENTIONS.Counterfactual graphical models for longitudinal mediation analysis with unobserved confounding.Housing mobility and adolescent mental health: The role of substance use, social networks, and family mental health in the Moving to Opportunity Study.A Bayesian semiparametric latent variable approach to causal mediation.Longitudinal Mediation Analysis with Time-varying Mediators and Exposures, with Application to Survival Outcomes.Two-step estimation in ratio-of-mediator-probability weighted causal mediation analysis.Multiple robustness in factorized likelihood models.Jiang and VanderWeele respond to "bounding natural direct and indirect effects".Targeted maximum likelihood estimation of natural direct effects.Author's reply: The role of potential outcomes thinking in assessing mediation and interaction.Fair Inference on Outcomes.Bias-Reduced Doubly Robust Estimation
P2860
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P2860
Semiparametric Theory for Causal Mediation Analysis: efficiency bounds, multiple robustness, and sensitivity analysis
description
2012 nî lūn-bûn
@nan
2012年の論文
@ja
2012年論文
@yue
2012年論文
@zh-hant
2012年論文
@zh-hk
2012年論文
@zh-mo
2012年論文
@zh-tw
2012年论文
@wuu
2012年论文
@zh
2012年论文
@zh-cn
name
Semiparametric Theory for Caus ...... ness, and sensitivity analysis
@en
Semiparametric Theory for Caus ...... ness, and sensitivity analysis
@nl
type
label
Semiparametric Theory for Caus ...... ness, and sensitivity analysis
@en
Semiparametric Theory for Caus ...... ness, and sensitivity analysis
@nl
prefLabel
Semiparametric Theory for Caus ...... ness, and sensitivity analysis
@en
Semiparametric Theory for Caus ...... ness, and sensitivity analysis
@nl
P2860
P356
P1433
P1476
Semiparametric Theory for Caus ...... ness, and sensitivity analysis
@en
P2093
Ilya Shpitser
P2860
P304
P356
10.1214/12-AOS990
P577
2012-06-01T00:00:00Z