Imagen de Portada

Transporting results from a trial to an external target population when trial participation impacts adherence

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Ross, Rachael K., Diaz, Ivan, Pitts, Amy J., Stuart, Elizabeth A., Rudolph, Kara E.
Formato:	Preprint
Publicado:	2025
Materias:	Methodology
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Nonparametric estimation of an optimal treatment rule with fused randomized trials and missing effect modifiers
por: Williams, Nicholas, et al.
Publicado: (2025)

Who Are We Missing? A Principled Approach to Characterizing the Underrepresented Population
por: Parikh, Harsh, et al.
Publicado: (2024)

Transportability of aggregate trial results to an external environment in causally interpretable meta-analysis
por: Le, Tran Trong Khoi, et al.
Publicado: (2024)

Improving efficiency in transporting average treatment effects
por: Rudolph, Kara E., et al.
Publicado: (2023)

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

Constructing targeted minimum loss/maximum likelihood estimators: a simple illustration to build intuition
por: Ross, Rachael K., et al.
Publicado: (2025)

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

On estimands in target trial emulation
por: Gervasoni, Edoardo Efrem, et al.
Publicado: (2026)

The ideal trial: defining causal estimands that balance relevance and feasibility in target trial emulations and actual randomized trials
por: Moreno-Betancur, Margarita, et al.
Publicado: (2024)

Leveraging external data in the analysis of randomized controlled trials: a comparative analysis
por: Kotecha, Gopal, et al.
Publicado: (2024)

Longitudinal Generalizations of the Average Treatment Effect on the Treated for Multi-valued and Continuous Treatments
por: Susmann, Herbert, et al.
Publicado: (2024)

Modified treatment policies that depend on the natural history of treatment
por: Díaz, Iván, et al.
Publicado: (2026)

Transporting treatment effects from difference-in-differences studies
por: Renson, Audrey, et al.
Publicado: (2023)

crumble: A comprehensive framework for modern causal mediation analysis with intermediate confounding
por: Liu, Richard, et al.
Publicado: (2026)

Learning Optimal Dynamic Treatment Regimes from Longitudinal Data
por: Williams, Nicholas T., et al.
Publicado: (2024)

Improving precision of cumulative incidence estimates in randomized controlled trials with external controls
por: Su, Zehao, et al.
Publicado: (2025)

Causal inference in multi-cohort studies using the target trial framework to identify and minimize sources of bias
por: Downes, Marnie, et al.
Publicado: (2022)

Factors affecting power in stepped wedge trials when the treatment effect varies with time
por: Kenny, Avi, et al.
Publicado: (2025)

Communicating results in trials with multiple hypotheses or adaptive design features
por: Asikanius, Elina, et al.
Publicado: (2026)

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

A comparison of methods for estimating the average treatment effect on the treated for externally controlled trials
por: Wang, Huan, et al.
Publicado: (2024)

Incorporating external data for analyzing randomized clinical trials: A transfer learning approach
por: Gu, Yujia, et al.
Publicado: (2024)

Doubly robust omnibus sensitivity analysis of externally controlled trials with intercurrent events
por: Gao, Chenyin, et al.
Publicado: (2025)

"Within-trial" prognostic score adjustment is targeted maximum likelihood estimation
por: Højbjerre-Frandsen, Emilie, et al.
Publicado: (2025)

Pulling back the curtain: the road from statistical estimand to machine-learning based estimator for epidemiologists (no wizard required)
por: Renson, Audrey, et al.
Publicado: (2025)

A simple strategy for valid inference in target trial emulations
por: Stensrud, Mats Julius
Publicado: (2026)

A novel decomposition to explain heterogeneity in observational and randomized studies of causality
por: Gilbert, Brian, et al.
Publicado: (2022)

Recanting twins: addressing intermediate confounding in mediation analysis
por: Vo, Tat-Thang, et al.
Publicado: (2024)

Doubly protected estimation for survival outcomes utilizing external controls for randomized clinical trials
por: Gao, Chenyin, et al.
Publicado: (2024)

Automated, efficient and model-free inference for randomized clinical trials via data-driven covariate adjustment
por: Van Lancker, Kelly, et al.
Publicado: (2024)

Augmented two-stage estimation for treatment crossover in oncology trials: Leveraging external data for improved precision
por: Campbell, Harlan, et al.
Publicado: (2024)

Estimands and cumulative incidence function regression in clinical trials: some new results on interpretability and robustness
por: Bühler, Alexandra, et al.
Publicado: (2024)

Family-wise error rate control in clinical trials with overlapping populations
por: Luschei, Remi, et al.
Publicado: (2025)

A Cautionary Tale on Integrating Studies with Disparate Outcome Measures for Causal Inference
por: Parikh, Harsh, et al.
Publicado: (2025)

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

Identification and estimation of mediational effects of longitudinal modified treatment policies
por: Gilbert, Brian, et al.
Publicado: (2024)

Validity of Complete Case Analysis Depends on the Target Population
por: Webster-Clark, Michael, et al.
Publicado: (2024)

Two-Step Targeted Minimum-Loss Based Estimation for Non-Negative Two-Part Outcomes
por: Williams, Nicholas T., et al.
Publicado: (2024)

Regularizing Extrapolation in Causal Inference
por: Arbour, David, et al.
Publicado: (2025)

Doubly robust augmented weighting estimators for the analysis of externally controlled single-arm trials and unanchored indirect treatment comparisons
por: Campbell, Harlan, et al.
Publicado: (2025)