Modern Causal Inference Approaches to Improve Power for Subgroup Analysis in Randomized Controlled Trials
Fuente:
Wiley Open Access
Saved in:
| Main Authors: | Antonio D'Alessandro, Jiyu Kim, Samrachana Adhikari, Donald Goff, Falco J. Bargagli‐Stoffi, Michele Santacatterina |
|---|---|
| Format: | Artículo Open Access |
| Published: |
Wiley
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Modern Causal Inference Approaches to Improve Power for Subgroup Analysis in Randomized Controlled Trials
by: D'Alessandro, Antonio, et al.
Published: (2025)
by: D'Alessandro, Antonio, et al.
Published: (2025)
Causal Survival Analysis in Platform Trials with Non-Concurrent Controls
by: D'Alessandro, Antonio, et al.
Published: (2026)
by: D'Alessandro, Antonio, et al.
Published: (2026)
Fast Uncertainty Quantification for Kernel-Based Estimators in Large-Scale Causal Inference
by: Kosko, Matthew, et al.
Published: (2026)
by: Kosko, Matthew, et al.
Published: (2026)
Semiparametric Estimation of Relative Causal Effects in Randomized Controlled Trials With Noncompliance
by: Wenli Liu, et al.
Published: (2025)
by: Wenli Liu, et al.
Published: (2025)
Mendelian Randomization Methods for Causal Inference: Estimands, Identification and Inference
by: Minhao Yao, et al.
Published: (2026)
by: Minhao Yao, et al.
Published: (2026)
Causal Inference With Outcomes Truncated by Death and Missing Not at Random
by: Wei Li, et al.
Published: (2025)
by: Wei Li, et al.
Published: (2025)
Bayesian Response‐Adaptive Randomization for Cluster Randomized Controlled Trials
by: Yunyi Liu, et al.
Published: (2026)
by: Yunyi Liu, et al.
Published: (2026)
Integrating Multiple Data Sources With Interactions in Multi‐Omics Using Cooperative Learning
by: Matteo D'Alessandro, et al.
Published: (2025)
by: Matteo D'Alessandro, et al.
Published: (2025)
Causal Mediation Analysis: A Summary‐Data Mendelian Randomization Approach
by: Shu‐Chin Lin, et al.
Published: (2025)
by: Shu‐Chin Lin, et al.
Published: (2025)
Sequential Monitoring of Covariate‐Adaptive Randomized Clinical Trials With Non‐Parametric Approaches
by: Xiaotian Chen, et al.
Published: (2025)
by: Xiaotian Chen, et al.
Published: (2025)
Matching‐Assisted Power Prior for Incorporating Real‐World Data in Randomized Clinical Trial Analysis
by: Ruoyuan Qian, et al.
Published: (2025)
by: Ruoyuan Qian, et al.
Published: (2025)
Dynamic Borrowing With a Bias‐Tolerance Cap in Augmented Randomized Controlled Trials
by: Kota Sawada, et al.
Published: (2026)
by: Kota Sawada, et al.
Published: (2026)
Balancing Events, Not Patients, Maximizes Power of the Logrank Test: And Other Insights on Unequal Randomization in Survival Trials
by: Godwin Yung, et al.
Published: (2025)
by: Godwin Yung, et al.
Published: (2025)
Analysis of Cohort Stepped Wedge Cluster‐Randomized Trials With Nonignorable Dropout via Joint Modeling
by: Alessandro Gasparini, et al.
Published: (2025)
by: Alessandro Gasparini, et al.
Published: (2025)
Bayesian Prediction of Event Times Using Mixture Model for Blinded Randomized Controlled Trials
by: Jingyan Fu, et al.
Published: (2025)
by: Jingyan Fu, et al.
Published: (2025)
Causal Stability Selection
by: Bargagli-Stoffi, Falco J., et al.
Published: (2026)
by: Bargagli-Stoffi, Falco J., et al.
Published: (2026)
Dynamic Borrowing From Historical Controls via the Synthetic Prior With Covariates in Randomized Clinical Trials
by: Daniel E. Schwartz, et al.
Published: (2026)
by: Daniel E. Schwartz, et al.
Published: (2026)
A Framework for Generating Realistic Synthetic Tabular Data in a Randomized Controlled Trial Setting
by: Niki Z. Petrakos, et al.
Published: (2025)
by: Niki Z. Petrakos, et al.
Published: (2025)
Variability in Causal Effects and Noncompliance in a Multisite Trial: A Bivariate Hierarchical Generalized Random Coefficients Model for a Binary Outcome
by: Xinxin Sun, et al.
Published: (2024)
by: Xinxin Sun, et al.
Published: (2024)
Model‐Robust Standardization in Cluster‐Randomized Trials
by: Fan Li, et al.
Published: (2025)
by: Fan Li, et al.
Published: (2025)
Causal Inference for First Non‐Fatal Events With the Competing Risk of Death: A Principal Stratification Approach
by: Jiren Sun, et al.
Published: (2025)
by: Jiren Sun, et al.
Published: (2025)
Bayesian Power Prior in Platform Trials With Non‐Concurrent Control for Binary Outcomes: Development and Comparative Evaluation
by: Junichi Asano, et al.
Published: (2026)
by: Junichi Asano, et al.
Published: (2026)
A Comparison of Statistical Methods for Time‐To‐Event Analyses in Randomized Controlled Trials Under Non‐Proportional Hazards
by: Florian Klinglmüller, et al.
Published: (2025)
by: Florian Klinglmüller, et al.
Published: (2025)
Correction to “Model‐Robust Standardization in Cluster‐Randomized Trials”
Published: (2026)
Published: (2026)
On Anticipation Effect in Stepped Wedge Cluster Randomized Trials
by: Hao Wang, et al.
Published: (2026)
by: Hao Wang, et al.
Published: (2026)
A Nonparametric Global Win Probability Approach to the Analysis and Sizing of Randomized Controlled Trials With Multiple Endpoints of Different Scales and Missing Data: Beyond O'Brien–Wei–Lachin
by: Guangyong Zou, et al.
Published: (2024)
by: Guangyong Zou, et al.
Published: (2024)
Subgroup Testing in the Change‐Plane Cox Model
by: Xiao Zhang, et al.
Published: (2025)
by: Xiao Zhang, et al.
Published: (2025)
Sample Size Adjustment in Sequential Multiple Assignment Randomized Trials
by: Liwen Wu, et al.
Published: (2025)
by: Liwen Wu, et al.
Published: (2025)
Response‐Adaptive Randomization Procedure in Clinical Trials with Surrogate Endpoints
by: Jingya Gao, et al.
Published: (2024)
by: Jingya Gao, et al.
Published: (2024)
Preference‐Informed Cluster Randomized Design for Pragmatic Clinical Trials
by: Yuwei Cheng, et al.
Published: (2026)
by: Yuwei Cheng, et al.
Published: (2026)
Bayesian Nonparametrics for Principal Stratification with Continuous Post-Treatment Variables
by: Zorzetto, Dafne, et al.
Published: (2024)
by: Zorzetto, Dafne, et al.
Published: (2024)
Instrumental Variable Model Average With Applications in Nonlinear Causal Inference
by: Dong Chen, et al.
Published: (2024)
by: Dong Chen, et al.
Published: (2024)
Hierarchical Grouped Horseshoe Priors for Subgroup Identification and Estimation
by: Ethan M. Alt, et al.
Published: (2025)
by: Ethan M. Alt, et al.
Published: (2025)
Sharp Variance Estimator and Causal Bootstrap in Stratified Randomized Experiments
by: Haoyang Yu, et al.
Published: (2025)
by: Haoyang Yu, et al.
Published: (2025)
Active‐Controlled Trial Design for HIV Prevention Trials With a Counterfactual Placebo
by: Fei Gao, et al.
Published: (2025)
by: Fei Gao, et al.
Published: (2025)
Safety‐Driven Response Adaptive Randomization: An Application in Noninferiority Oncology Trials
by: Maria Vittoria Chiaruttini, et al.
Published: (2026)
by: Maria Vittoria Chiaruttini, et al.
Published: (2026)
Negative Control Outcome Adjustment in Early‐Phase Randomized Trials: Estimating Vaccine Effects on Immune Responses in HIV Exposed Uninfected Infants
by: Ethan Ashby, et al.
Published: (2025)
by: Ethan Ashby, et al.
Published: (2025)
A Saddlepoint Framework for Accurate Inference in Multicenter Clinical Trials With Imbalanced Clusters
by: Haidy A. Newer
Published: (2026)
by: Haidy A. Newer
Published: (2026)
Designing Stepped Wedge Cluster Randomized Trials With a Baseline Measurement of the Outcome
by: Kendra Davis‐Plourde, et al.
Published: (2025)
by: Kendra Davis‐Plourde, et al.
Published: (2025)
Analysis of Stepped‐Wedge Cluster Randomized Trials: A Tutorial Using Marginal Models
by: Elizabeth L. Turner, et al.
Published: (2026)
by: Elizabeth L. Turner, et al.
Published: (2026)
Similar Items
-
Modern Causal Inference Approaches to Improve Power for Subgroup Analysis in Randomized Controlled Trials
by: D'Alessandro, Antonio, et al.
Published: (2025) -
Causal Survival Analysis in Platform Trials with Non-Concurrent Controls
by: D'Alessandro, Antonio, et al.
Published: (2026) -
Fast Uncertainty Quantification for Kernel-Based Estimators in Large-Scale Causal Inference
by: Kosko, Matthew, et al.
Published: (2026) -
Semiparametric Estimation of Relative Causal Effects in Randomized Controlled Trials With Noncompliance
by: Wenli Liu, et al.
Published: (2025) -
Mendelian Randomization Methods for Causal Inference: Estimands, Identification and Inference
by: Minhao Yao, et al.
Published: (2026)