Analysis of Stepped‐Wedge Cluster Randomized Trials: A Tutorial Using Marginal Models
Fuente:
Wiley Open Access
Saved in:
| Main Authors: | Elizabeth L. Turner, John S. Preisser, Ying Zhang, Xueqi Wang, Mark Toles, Samuel Cykert, Fan Li, Paul J. Rathouz |
|---|---|
| Format: | Artículo Open Access |
| Published: |
Wiley
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On Anticipation Effect in Stepped Wedge Cluster Randomized Trials
by: Hao Wang, et al.
Published: (2026)
by: Hao Wang, et al.
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 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)
Time‐Varying Treatment Effect Models in Stepped‐Wedge Cluster‐Randomized Trials With Multiple Interventions
by: Zhe Chen, et al.
Published: (2026)
by: Zhe Chen, et al.
Published: (2026)
Optimal Allocation of Observations in Stepped‐Wedge and Other Cluster Studies With Correlated Cluster‐Period Effects
by: Alan J. Girling, et al.
Published: (2025)
by: Alan J. Girling, et al.
Published: (2025)
Dir‐GLM: A Bayesian GLM With Data‐Driven Reference Distribution
by: Entejar Alam, et al.
Published: (2025)
by: Entejar Alam, et al.
Published: (2025)
Model‐Robust Standardization in Cluster‐Randomized Trials
by: Fan Li, et al.
Published: (2025)
by: Fan Li, et al.
Published: (2025)
Design and Analysis of Group Sequential Trials for Repeated Measurements When Pipeline Data Occurs: A Tutorial
by: Corine Baayen, et al.
Published: (2025)
by: Corine Baayen, 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)
Sample Size Calculation in Dose Optimization Trials Using the Margin of Practical Non‐Inferiority
by: Hakim‐Moulay Dehbi, et al.
Published: (2025)
by: Hakim‐Moulay Dehbi, et al.
Published: (2025)
Correction to “Model‐Robust Standardization in Cluster‐Randomized Trials”
Published: (2026)
Published: (2026)
Doubly Robust Estimators of the Restricted Mean Time in Favor Estimands in Individual‐ and Cluster‐Randomized Trials
by: Xi Fang, et al.
Published: (2026)
by: Xi Fang, et al.
Published: (2026)
Preference‐Informed Cluster Randomized Design for Pragmatic Clinical Trials
by: Yuwei Cheng, et al.
Published: (2026)
by: Yuwei Cheng, et al.
Published: (2026)
Using Propensity Score Weighting With Clustered Data When the Treatment Is Applied at the Level of the Cluster and Outcomes Are Assessed at the Level of the Individual: The Observational Analog of Cluster Randomization Trials
by: Peter C. Austin
Published: (2026)
by: Peter C. Austin
Published: (2026)
Handling Missing Outcome Data in Cluster Randomized Trials With Both Individual‐ and Cluster‐Level Dropout
by: Analissa Avila, et al.
Published: (2025)
by: Analissa Avila, et al.
Published: (2025)
Comments on “Novel Non‐Linear Models for Clinical Trial Analysis With Longitudinal Data: A Tutorial Using SAS for Both Frequentist and Bayesian Methods”
by: M. C. Donohue, et al.
Published: (2025)
by: M. C. Donohue, 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)
Identifying Less Burdensome and More Cost‐Efficient Incomplete Stepped Wedge Designs for Continuous Outcomes Collected via Repeated Cross‐Sections
by: Ehsan Rezaei‐Darzi, et al.
Published: (2025)
by: Ehsan Rezaei‐Darzi, et al.
Published: (2025)
MARGO: Machine Learning‐Assisted Adaptive Randomization for Group Sequential Trials Based on Overlap Weights
by: Yeonhee Park, et al.
Published: (2025)
by: Yeonhee Park, et al.
Published: (2025)
Response to Letter to the Editor “Comments on ‘Novel Non‐Linear Models for Clinical Trial Analysis With Longitudinal Data: A Tutorial Using SAS for Both Frequentist and Bayesian Methods’”
by: Guoqiao Wang, et al.
Published: (2025)
by: Guoqiao Wang, et al.
Published: (2025)
Tutorial on Bayesian Functional Regression Using Stan
by: Ziren Jiang, et al.
Published: (2025)
by: Ziren Jiang, et al.
Published: (2025)
Cluster‐Level Analyses to Estimate a Risk Difference in a Cluster Randomized Trial With Confounding Individual‐Level Covariates: A Simulation Study
by: Jules Antoine Pereira Macedo, et al.
Published: (2025)
by: Jules Antoine Pereira Macedo, et al.
Published: (2025)
Modern Causal Inference Approaches to Improve Power for Subgroup Analysis in Randomized Controlled Trials
by: Antonio D'Alessandro, et al.
Published: (2026)
by: Antonio D'Alessandro, et al.
Published: (2026)
A Tutorial for Propensity Score Weighting Methods Under Violations of the Positivity Assumption
by: Yi Liu, et al.
Published: (2025)
by: Yi Liu, et al.
Published: (2025)
Evaluating analytic models for individually randomized group treatment trials with complex clustering in nested and crossed designs
by: Jonathan C. Moyer, et al.
Published: (2024)
by: Jonathan C. Moyer, et al.
Published: (2024)
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)
A Tutorial on Bayesian Multi‐Study Factor Analysis With Applications in Nutrition and Genomics
by: Mavis Liang, et al.
Published: (2026)
by: Mavis Liang, et al.
Published: (2026)
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)
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)
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)
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)
Doubly Robust Estimation and Sensitivity Analysis With Outcomes Truncated by Death in Multi‐Arm Clinical Trials
by: Jiaqi Tong, et al.
Published: (2025)
by: Jiaqi Tong, 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)
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)
Doubly Robust Estimation of Marginal Cumulative Incidence Curves for Competing Risk Analysis
by: Patrick van Hage, et al.
Published: (2025)
by: Patrick van Hage, et al.
Published: (2025)
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)
A Partially Randomized Patient Preference, Sequential, Multiple‐Assignment, Randomized Trial Design Analyzed via Weighted and Replicated Frequentist and Bayesian Methods
by: Marianthie Wank, et al.
Published: (2024)
by: Marianthie Wank, et al.
Published: (2024)
ChatGPT as a Tool for Biostatisticians: A Tutorial on Applications, Opportunities, and Limitations
by: Dennis Dobler, et al.
Published: (2025)
by: Dennis Dobler, et al.
Published: (2025)
Similar Items
-
On Anticipation Effect in Stepped Wedge Cluster Randomized Trials
by: Hao Wang, et al.
Published: (2026) -
Designing Stepped Wedge Cluster Randomized Trials With a Baseline Measurement of the Outcome
by: Kendra Davis‐Plourde, 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) -
Time‐Varying Treatment Effect Models in Stepped‐Wedge Cluster‐Randomized Trials With Multiple Interventions
by: Zhe Chen, et al.
Published: (2026) -
Optimal Allocation of Observations in Stepped‐Wedge and Other Cluster Studies With Correlated Cluster‐Period Effects
by: Alan J. Girling, et al.
Published: (2025)