Cover Image

Considerations for the Integration of Randomized Controlled Trials and Real-World Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Qiu, Sky, Barr, Charles, Dang, Lauren, Dahabreh, Issa, Han, Larry, Kvist, Kajsa, Lee, Hana, Mertens, Andrew, Nance, Nerissa, Nie, Lei, Rudolph, Kara, Shi, Xu, Tarp, Jens, Waddy, Salina P., Wiley, Kenneth, Wilson, Andy, Yann, Margot Lisa Jing, Zhang, Zhiwei, Zhou, Tianyue, Petersen, Maya, van der Laan, Mark
Format:	Preprint
Published:	2026
Subjects:	Methodology Applications
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Improving the Efficiency of Subgroup Analysis in Randomized Controlled Trials with TMLE
by: Qiu, Sky, et al.
Published: (2026)

The Causal Roadmap and Simulations to Improve the Rigor and Reproducibility of Real-Data Applications
by: Nance, Nerissa, et al.
Published: (2023)

An Estimator-Robust Design for Augmenting Randomized Controlled Trial with External Real-World Data
by: Qiu, Sky, et al.
Published: (2025)

Experiment-selector cross-validated targeted maximum likelihood estimator for hybrid RCT-external data studies
by: Dang, Lauren Eyler, et al.
Published: (2022)

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

A Surrogate Endpoint Based Provisional Approval Causal Roadmap
by: Gilbert, Peter B., et al.
Published: (2024)

Using the target trial framework for combining information: external comparator analyses and other applications
by: Ung, Lawson, et al.
Published: (2026)

Generalizing conditional average treatment effects from nested randomized trials to all trial-eligible individuals
by: Wen, Lan, et al.
Published: (2026)

Causal inference under transportability assumptions for conditional relative effect measures
by: Wang, Guanbo, et al.
Published: (2024)

Efficient estimation of subgroup treatment effects using multi-source data
by: Wang, Guanbo, et al.
Published: (2024)

Targeted Learning on Variable Importance Measure for Heterogeneous Treatment Effect
by: Li, Haodong, et al.
Published: (2023)

Estimating and evaluating counterfactual prediction models
by: Boyer, Christopher B., et al.
Published: (2023)

Cluster randomized trials designed to support generalizable inferences
by: Robertson, Sarah E., et al.
Published: (2022)

Generalizing and transporting causal inferences from randomized trials in the presence of trial engagement effects
by: Ung, Lawson, et al.
Published: (2024)

Interpretable meta-analysis of model or marker performance
by: Steingrimsson, Jon A., et al.
Published: (2024)

Visual Literacy and Library Instruction: A Critical Analysis
by: Nelson, Nerissa
Published: (2004)

A CV-TMLE global test approach to improve power in rare disease clinical studies with multiple-component endpoints
by: Zhou, Tianyue, et al.
Published: (2026)

CONFIRMATION OF EXTERNAL FERTILIZATION IN THE AMERICAN LOBSTER, HOMARUS AMERICANUS
by: Aiken, D., Waddy, S., Mercer, S
Published: (2004)

LEXICOGRAFÍA DE APRENDIZAJE
by: Sven Tarp
Published: (2006)

Reflexiones sobre el Papel y Diseño de los Diccionarios Detraducción Especializada
by: Sven Tarp
Published: (2014)

Specialised lexicography: 20 years in slow motion
by: Sven Tarp
Published: (2012)

On the disciplinary and functional status of economic lexicography
by: Sven Tarp
Published: (2015)

The pedagogical dimension of the well-conceived specialised dictionary
by: Sven Tarp
Published: (2005)

The role of assignment in defining and identifying causal effects in randomized trials
by: Dahabreh, Issa J., et al.
Published: (2024)

Robust estimation of heterogeneous treatment effects in randomized trials leveraging external data
by: Karlsson, Rickard, et al.
Published: (2025)

An Online Meta-Level Adaptive Design Framework with Targeted Learning Inference: Applications to Evaluating and Utilizing Surrogate Outcomes in Adaptive Designs
by: Zhang, Wenxin, et al.
Published: (2024)

A facilitated access model and ottoman empire tourism / Susan Nance
by: Nance, Susan
Published: (2008)

Price index for milkfish: An info tip for producers and consumers
by: Salayo, Nerissa D.
Published: (2002)

Regularized Targeted Maximum Likelihood Estimation in Highly Adaptive Lasso Implied Working Models
by: Li, Yi, et al.
Published: (2025)

Identification strategies for combining an experimental study with external data
by: Ung, Lawson, et al.
Published: (2024)

Robust estimation of loss‐based measures of model performance under covariate shift
by: Samantha Morrison, et al.
Published: (2024)

concrete: Targeted Estimation of Survival and Competing Risks in Continuous Time
by: Chen, David, et al.
Published: (2023)

Nursing Leadership—From Administration to Value‐Informed Leadership
by: Tarja Kvist
Published: (2026)

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

Robust integration of external control data in randomized trials
by: Karlsson, Rickard, et al.
Published: (2024)

A Comparison of the Effects of Library Control Systems.
by: Nance, Richard E.
Published: (1967)

An Analytical Model of a Library Network
by: Nance, Richard E.
Published: (1970)

Size-composition of Annual Landings in the White Shrimp, Litopenaeus setiferus, Fishery of the Northern Gulf of Mexico, 1960–2006: Its Trend and Relationships with Other Fishery-dependent Variable
by: Nance, James M.
Published: (2010)

Estrategias post COVID-19: Desafíos para las empresas exportadoras de productos tradicionales
by: Nerissa Mischell Ulloa-Barre
Published: (2021)

Thinking Time Geography
by: Ellegård, Kajsa
Published: (2023)