Image de couverture de livre

Estimation of treatment effects in presence of differential use of post-randomization concomitant medication with time-to-event outcomes

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Rytgaard, Helene C. W., Fong, Edwin, Tarp, Jens M., Gerds, Thomas A., van der Laan, Mark J., Ravn, Henrik
Format:	Preprint
Publié:	2026
Sujets:	Methodology
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Causal inference for calibrated scaling interventions on time-to-event processes
par: Rytgaard, Helene Charlotte Wiese, et autres
Publié: (2025)

Efficient estimation of the target population average treatment effect from multi-source data
par: Su, Zehao, et autres
Publié: (2024)

Nonparametric efficient causal estimation of the intervention-specific expected number of recurrent events with continuous-time targeted maximum likelihood and highly adaptive lasso estimation
par: Rytgaard, Helene C. W., et autres
Publié: (2024)

Improving precision of cumulative incidence estimates in randomized controlled trials with external controls
par: Su, Zehao, et autres
Publié: (2025)

Debiased inference for stochastic treatment interventions with survival outcomes
par: Martinussen, Torben, et autres
Publié: (2026)

An Estimator-Robust Design for Augmenting Randomized Controlled Trial with External Real-World Data
par: Qiu, Sky, et autres
Publié: (2025)

Proximal indirect comparison
par: Su, Zehao, et autres
Publié: (2024)

Adaptive-TMLE for the Average Treatment Effect based on Randomized Controlled Trial Augmented with Real-World Data
par: van der Laan, Mark, et autres
Publié: (2024)

concrete: Targeted Estimation of Survival and Competing Risks in Continuous Time
par: Chen, David, et autres
Publié: (2023)

Causal-ICM: A Data Fusion Framework For Heterogeneous Treatment Effect Estimation With Multi-Task Gaussian Processes
par: Dimitriou, Evangelos, et autres
Publié: (2024)

Improving the Efficiency of Subgroup Analysis in Randomized Controlled Trials with TMLE
par: Qiu, Sky, et autres
Publié: (2026)

Efficient Statistical Estimation for Sequential Adaptive Experiments with Implications for Adaptive Designs
par: Zhang, Wenxin, et autres
Publié: (2025)

Nonparametric inference for sublevel-set probabilities of conditional average treatment effect functions
par: Munch, Anders, et autres
Publié: (2026)

Technical Note: Targeted Maximum Likelihood Estimator for an ATE Standardized for New Target Population
par: van der Laan, Mark, et autres
Publié: (2025)

Estimating conditional hazard functions and densities with the highly-adaptive lasso
par: Munch, Anders, et autres
Publié: (2024)

Nonparametric estimation of the total treatment effect with multiple outcomes in the presence of terminal events
par: Gronsbell, Jessica, et autres
Publié: (2024)

A nonparametric framework for treatment effect modifier discovery in high dimensions
par: Boileau, Philippe, et autres
Publié: (2023)

On the limitations for causal inference in Cox models with time-varying treatment
par: Knudsen, Mark B., et autres
Publié: (2025)

Targeted Learning Estimation of Sampling Variance for Improved Inference
par: Ji, Yunwen, et autres
Publié: (2025)

Experiment-selector cross-validated targeted maximum likelihood estimator for hybrid RCT-external data studies
par: Dang, Lauren Eyler, et autres
Publié: (2022)

Adaptive Targeted Maximum Likelihood Estimation of the Mean Potential Outcome under a Treatment Rule
par: Xu, Yichen, et autres
Publié: (2026)

Score-Preserving Targeted Maximum Likelihood Estimation
par: Pimentel, Noel, et autres
Publié: (2025)

Estimating treatment effects with competing intercurrent events in randomized controlled trials
par: Lu, Sizhu, et autres
Publié: (2025)

Regularized Targeted Maximum Likelihood Estimation in Highly Adaptive Lasso Implied Working Models
par: Li, Yi, et autres
Publié: (2025)

Powering RCTs for marginal effects with GLMs using prognostic score adjustment
par: Højbjerre-Frandsen, Emilie, et autres
Publié: (2025)

Cross-Validated Loss-Based Covariance Matrix Estimator Selection in High Dimensions
par: Boileau, Philippe, et autres
Publié: (2021)

Estimating the average treatment effect in cluster-randomized trials with misclassified outcomes and non-random validation subsets
par: Isenberg, Dane, et autres
Publié: (2025)

Discovery of Critical Thresholds in Mixed Exposures and Estimation of Policy Intervention Effects using Targeted Learning
par: McCoy, David, et autres
Publié: (2023)

Causal treatment effect decompositions with time-to-event outcomes under competing events
par: Valtanen, Mikko, et autres
Publié: (2026)

HAL-Based Plug-in Estimation with Pointwise Asymptotic Normality of the Causal Dose-Response Curve
par: Shi, Junming, et autres
Publié: (2024)

Adaptive debiased machine learning using data-driven model selection techniques
par: van der Laan, Lars, et autres
Publié: (2023)

Machine learning to optimize precision in the analysis of randomized trials: A journey in pre-specified, yet data-adaptive learning
par: Balzer, Laura B., et autres
Publié: (2025)

HAL-MLE Log-Splines Density Estimation (Part I: Univariate)
par: Hou, Yilong, et autres
Publié: (2026)

Nonparametric efficient estimation of the longitudinal front-door functional
par: Breum, Marie S., et autres
Publié: (2025)

Hybrid Meta-learners for Estimating Heterogeneous Treatment Effects
par: Liang, Zhongyuan, et autres
Publié: (2025)

Bayesian Quantile Estimation and Regression with Martingale Posteriors
par: Fong, Edwin, et autres
Publié: (2024)

[Invited Discussion] Randomization Tests to Address Disruptions in Clinical Trials: A Report from the NISS Ingram Olkin Forum Series on Unplanned Clinical Trial Disruptions
par: Phillips, Rachael V., et autres
Publié: (2024)

Investigating Targeting Strategies and Truncation in TMLE for the Average Treatment Effect under Practical Positivity Violations
par: Xu, Yichen, et autres
Publié: (2026)

Hazard-Based Targeted Maximum Likelihood Estimation for Survival in Resampling Designs
par: Landsiedel, Kirsten E., et autres
Publié: (2025)

Semiparametric Discovery and Estimation of Interaction in Mixed Exposures using Stochastic Interventions
par: McCoy, David B., et autres
Publié: (2023)