Dealing with time-dependent exposures and confounding when defining and estimating attributable fractions -- revisiting estimands and estimators
type: Item
instance of: scholarly article
title: Dealing with time-dependent exposures and confounding when defining and estimating attributable fractions -- revisiting estimands and estimators
zbMATH Open document ID: 1548.62446
author: Johan Steen
author: Paweł Morzywołek
author: Wim Van Biesen
author: Johan Decruyenaere
author: Stijn Vansteelandt
published in: Statistics in Medicine
publication date: 2024-10-31T00:00:00Z
Mathematics Subject Classification ID: 62P10
zbMATH DE Number: 7936506
zbMATH Keywords: causal inference
zbMATH Keywords: inverse probability of censoring weighting
zbMATH Keywords: multistate modeling
zbMATH Keywords: population-attributable fraction
zbMATH Keywords: time-dependent confounding
zbMATH Keywords: time-dependent exposure
MaRDI profile type: Publication
cites work: A review of adjusted estimators of attributable risk
cites work: The population-attributable fraction for time-dependent exposures and competing risks -- A discussion on estimands
cites work: Adjusting for time-varying confounding in the subdistribution analysis of a competing risk
cites work: Estimation of attributable fractions using inverse probability weighting
cites work: A causal framework for classical statistical estimands in failure-time settings with competing events
cites work: The Analysis of Failure Times in the Presence of Competing Risks
cites work: The Kaplan–Meier Estimator as an Inverse-Probability-of-Censoring Weighted Average
cites work: Estimating the marginal survival function in the presence of time dependent covariates
cites work: A generalized theory of separable effects in competing event settings
cites work: Probabilities of causation: Three counterfactual interpretations and their identification
cites work: Population intervention models in causal inference
cites work: A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect
cites work: On predictive causality in longitudinal studies
cites work: The Graft Versus Leukemia Effect after Bone Marrow Transplantation: A Case Study Using Structural Nested Failure Time Models
cites work: Correcting for Noncompliance and Dependent Censoring in an AIDS Clinical Trial with Inverse Probability of Censoring Weighted (IPCW) Log‐Rank Tests
cites work: Bounded, efficient and doubly robust estimation with inverse weighting
cites work: Attributable risk estimation for adjusted disability multistate models: application to nosocomial infections
cites work: Targeted maximum likelihood learning
cites work: Double/debiased machine learning for treatment and structural parameters
DOI: 10.1002/SIM.9988
description: scientific article; zbMATH DE number 7936506