Doubly robust augmented weighting estimators for the analysis of externally controlled single-arm trials and unanchored indirect treatment comparisons
Fuente:
arXiv
Saved in:
| Main Authors: | Campbell, Harlan, Remiro-Azócar, Antonio |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Methodological considerations for novel approaches to covariate-adjusted indirect treatment comparisons
by: Remiro-Azócar, Antonio, et al.
Published: (2023)
by: Remiro-Azócar, Antonio, et al.
Published: (2023)
Transportability of model-based estimands in evidence synthesis
by: Remiro-Azócar, Antonio
Published: (2022)
by: Remiro-Azócar, Antonio
Published: (2022)
Augmented two-stage estimation for treatment crossover in oncology trials: Leveraging external data for improved precision
by: Campbell, Harlan, et al.
Published: (2024)
by: Campbell, Harlan, et al.
Published: (2024)
Doubly robust estimation and sensitivity analysis with outcomes truncated by death in multi-arm clinical trials
by: Tong, Jiaqi, et al.
Published: (2024)
by: Tong, Jiaqi, et al.
Published: (2024)
Doubly robust omnibus sensitivity analysis of externally controlled trials with intercurrent events
by: Gao, Chenyin, et al.
Published: (2025)
by: Gao, Chenyin, et al.
Published: (2025)
A comparison of methods for estimating the average treatment effect on the treated for externally controlled trials
by: Wang, Huan, et al.
Published: (2024)
by: Wang, Huan, et al.
Published: (2024)
Model-based standardization using multiple imputation
by: Remiro-Azócar, Antonio, et al.
Published: (2023)
by: Remiro-Azócar, Antonio, et al.
Published: (2023)
Doubly protected estimation for survival outcomes utilizing external controls for randomized clinical trials
by: Gao, Chenyin, et al.
Published: (2024)
by: Gao, Chenyin, et al.
Published: (2024)
Making all pairwise comparisons in multi-arm clinical trials without control treatment
by: Burnett, Thomas, et al.
Published: (2024)
by: Burnett, Thomas, et al.
Published: (2024)
Doubly robust average treatment effect estimation for survival data
by: Lee, Byeonghee, et al.
Published: (2025)
by: Lee, Byeonghee, et al.
Published: (2025)
Improving operating characteristics of clinical trials by augmenting control arm using propensity score-weighted borrowing-by-parts power prior
by: Das, Apu Chandra, et al.
Published: (2026)
by: Das, Apu Chandra, et al.
Published: (2026)
Bayesian unanchored additive models for component network meta-analysis
by: Wigle, Augustine, et al.
Published: (2025)
by: Wigle, Augustine, et al.
Published: (2025)
Doubly robust estimators of the restricted mean time in favor estimands in individual- and cluster-randomized trials
by: Fang, Xi, et al.
Published: (2026)
by: Fang, Xi, et al.
Published: (2026)
Doubly robust estimation and sensitivity analysis for marginal structural quantile models
by: Cheng, Chao, et al.
Published: (2022)
by: Cheng, Chao, et al.
Published: (2022)
Doubly robust estimation of optimal treatment regimes for survival data using an instrumental variable
by: Xia, Junwen, et al.
Published: (2022)
by: Xia, Junwen, et al.
Published: (2022)
Increasing power and robustness in screening trials by testing stored specimens in the control arm
by: Katki, Hormuzd A., et al.
Published: (2024)
by: Katki, Hormuzd A., et al.
Published: (2024)
Doubly robust estimation of marginal cumulative incidence curves for competing risk analysis
by: van Hage, Patrick, et al.
Published: (2024)
by: van Hage, Patrick, et al.
Published: (2024)
A fully Bayesian approach for the imputation and analysis of derived outcome variables with missingness
by: Campbell, Harlan, et al.
Published: (2024)
by: Campbell, Harlan, et al.
Published: (2024)
Improving precision of cumulative incidence estimates in randomized controlled trials with external controls
by: Su, Zehao, et al.
Published: (2025)
by: Su, Zehao, et al.
Published: (2025)
Effect modification and non-collapsibility leads to conflicting treatment decisions: a review of marginal and conditional estimands and recommendations for decision-making
by: Phillippo, David M., et al.
Published: (2024)
by: Phillippo, David M., et al.
Published: (2024)
Principled type I error rate inflation in two-arm clinical trial designs with external control information borrowing
by: Calderazzo, Silvia, et al.
Published: (2025)
by: Calderazzo, Silvia, et al.
Published: (2025)
Proximal indirect comparison
by: Su, Zehao, et al.
Published: (2024)
by: Su, Zehao, et al.
Published: (2024)
Doubly robust estimation with functional outcomes missing at random
by: Liu, Xijia, et al.
Published: (2024)
by: Liu, Xijia, et al.
Published: (2024)
Doubly robust estimation and inference for a log-concave counterfactual density
by: Ham, Daeyoung, et al.
Published: (2024)
by: Ham, Daeyoung, et al.
Published: (2024)
Hidden in Plain Sight: How Non-Collapsibility Biases Treatment Effects in (Network) Meta-Analysis
by: Campbell, Harlan, et al.
Published: (2026)
by: Campbell, Harlan, et al.
Published: (2026)
Robust estimation of heterogeneous treatment effects in randomized trials leveraging external data
by: Karlsson, Rickard, et al.
Published: (2025)
by: Karlsson, Rickard, et al.
Published: (2025)
Doubly robust estimation of causal effects for random object outcomes with continuous treatments
by: Bhattacharjee, Satarupa, et al.
Published: (2025)
by: Bhattacharjee, Satarupa, et al.
Published: (2025)
Doubly robust identification of treatment effects from multiple environments
by: De Bartolomeis, Piersilvio, et al.
Published: (2025)
by: De Bartolomeis, Piersilvio, et al.
Published: (2025)
Leveraging external data in the analysis of randomized controlled trials: a comparative analysis
by: Kotecha, Gopal, et al.
Published: (2024)
by: Kotecha, Gopal, et al.
Published: (2024)
Rate doubly robust estimation for weighted average treatment effects
by: Wang, Yiming, et al.
Published: (2025)
by: Wang, Yiming, et al.
Published: (2025)
Multiply robust estimation for causal survival analysis with treatment noncompliance
by: Cheng, Chao, et al.
Published: (2023)
by: Cheng, Chao, et al.
Published: (2023)
Bayesian design and analysis of two-arm cluster randomised trials using assurance: extension to binary outcomes and comparison of MCMC and INLA
by: Aloufi, Abdullah, et al.
Published: (2025)
by: Aloufi, Abdullah, et al.
Published: (2025)
Recent advances in doubly-robust weighted ordinary least squares techniques for dynamic treatment regime estimation
by: Nadi, Adel Ahmadi, et al.
Published: (2025)
by: Nadi, Adel Ahmadi, et al.
Published: (2025)
Robust integration of external control data in randomized trials
by: Karlsson, Rickard, et al.
Published: (2024)
by: Karlsson, Rickard, et al.
Published: (2024)
Integrating representative and non-representative survey data for efficient inference
by: Dyrkton, Nathaniel, et al.
Published: (2024)
by: Dyrkton, Nathaniel, et al.
Published: (2024)
Marginal and conditional summary measures: transportability and compatibility across studies
by: Remiro-Azócar, Antonio, et al.
Published: (2025)
by: Remiro-Azócar, Antonio, et al.
Published: (2025)
Evaluating virtual-control-augmented trials for reproducing treatment effect from original RCTs
by: Fernandes, Alex, et al.
Published: (2025)
by: Fernandes, Alex, et al.
Published: (2025)
Doubly robust pointwise confidence intervals for a monotonic continuous treatment effect curve
by: Doss, Charles R.
Published: (2025)
by: Doss, Charles R.
Published: (2025)
Semiparametric causal mediation analysis of cluster-randomized trials for indirect and spillover effects
by: Cheng, Chao, et al.
Published: (2024)
by: Cheng, Chao, et al.
Published: (2024)
Estimands and Their Implications for Evidence Synthesis for Oncology: A Simulation Study of Treatment Switching in Meta-Analysis
by: Metcalfe, Rebecca K., et al.
Published: (2024)
by: Metcalfe, Rebecca K., et al.
Published: (2024)
Similar Items
-
Methodological considerations for novel approaches to covariate-adjusted indirect treatment comparisons
by: Remiro-Azócar, Antonio, et al.
Published: (2023) -
Transportability of model-based estimands in evidence synthesis
by: Remiro-Azócar, Antonio
Published: (2022) -
Augmented two-stage estimation for treatment crossover in oncology trials: Leveraging external data for improved precision
by: Campbell, Harlan, et al.
Published: (2024) -
Doubly robust estimation and sensitivity analysis with outcomes truncated by death in multi-arm clinical trials
by: Tong, Jiaqi, et al.
Published: (2024) -
Doubly robust omnibus sensitivity analysis of externally controlled trials with intercurrent events
by: Gao, Chenyin, et al.
Published: (2025)