Advancing Stepped Wedge Cluster Randomized Trials Analysis: Bayesian Hierarchical Penalized Spline Models for Immediate and Time-Varying Intervention Effects
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Danni, Park, Hyung G., Grudzen, Corita R., Goldfeld, Keith S. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| 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: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
Novel Methods for the Analysis of Stepped Wedge Cluster Randomized Trials
by: Kennedy-Shaffer, Lee, et al.
Published: (2019)
by: Kennedy-Shaffer, Lee, et al.
Published: (2019)
Emulating Stepped-Wedge Cluster Randomized Trials to Evaluate Health Policies and Interventions
by: Lu, Haidong, et al.
Published: (2026)
by: Lu, Haidong, et al.
Published: (2026)
Guidance for Addressing Individual Time Effects in Cohort Stepped Wedge Cluster Randomized Trials: A Simulation Study
by: Basten, Jale, et al.
Published: (2026)
by: Basten, Jale, et al.
Published: (2026)
Analysis of Stepped-Wedge Cluster Randomized Trials when treatment effects vary by exposure time or calendar time
by: Lee, Kenneth M., et al.
Published: (2024)
by: Lee, Kenneth M., et al.
Published: (2024)
Semiparametric Weighted Spline Regression (SWSR) in Confirmatory Clinical Trials with Time-Varying Placebo Effects
by: Zhan, Tianyu, et al.
Published: (2025)
by: Zhan, Tianyu, et al.
Published: (2025)
Modeling Time-Varying Effects of Mobile Health Interventions Using Longitudinal Functional Data from HeartSteps Micro-Randomized Trial
by: Yu, Jiaxin, et al.
Published: (2024)
by: Yu, Jiaxin, et al.
Published: (2024)
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)
Which Small-Sample Correction Should Be Used When Analyzing Stepped-Wedge Designs with Time-Varying Treatment Effects?
by: Ouyang, Yongdong, et al.
Published: (2026)
by: Ouyang, Yongdong, et al.
Published: (2026)
Analysis of Stepped-Wedge Randomised Cluster Trial using a generalized pairwise comparison approach : a simulation study
by: Bard, Yohan, et al.
Published: (2026)
by: Bard, Yohan, et al.
Published: (2026)
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)
Bayesian Time-Varying Meta-Analysis via Hierarchical Mean-Variance Random-effects Models
by: Kubota, Kohsuke, et al.
Published: (2025)
by: Kubota, Kohsuke, et al.
Published: (2025)
Distal Causal Excursion Effects: Modeling Long-Term Effects of Time-Varying Treatments in Micro-Randomized Trials
by: Qian, Tianchen
Published: (2025)
by: Qian, Tianchen
Published: (2025)
Emergency Departments Leading the Transformation of Alzheimer's and Dementia Care
by: Corita R. Grudzen, et al.
Published: (2026)
by: Corita R. Grudzen, et al.
Published: (2026)
Behavioral Carry-Over Effect and Power Consideration in Crossover Trials
by: Shi, Danni, et al.
Published: (2023)
by: Shi, Danni, et al.
Published: (2023)
Bayesian Spatial Point Process Modeling for Cluster Randomized Trials
by: Lee, Jooyeon, et al.
Published: (2025)
by: Lee, Jooyeon, et al.
Published: (2025)
Identifying Treatment Effect Heterogeneity with Bayesian Hierarchical Adjustable Random Partition in Adaptive Enrichment Trials
by: Zhao, Xianglin, et al.
Published: (2025)
by: Zhao, Xianglin, et al.
Published: (2025)
A Semiparametric Nonlinear Mixed Effects Model with Penalized Splines Using Automatic Differentiation
by: D'Alessandro, Matteo, et al.
Published: (2026)
by: D'Alessandro, Matteo, et al.
Published: (2026)
Bayesian estimation of covariate assisted principal regression for brain functional connectivity
by: Park, Hyung G.
Published: (2023)
by: Park, Hyung G.
Published: (2023)
Robust and Efficient Semiparametric Inference for the Stepped Wedge Design
by: Xia, Fan, et al.
Published: (2025)
by: Xia, Fan, et al.
Published: (2025)
Penalized Spline M-Estimators for Discretely Sampled Functional Data: Existence and Asymptotics
by: Kalogridis, Ioannis
Published: (2025)
by: Kalogridis, Ioannis
Published: (2025)
EM Estimation of the B-Spline Copula with Penalized Pseudo-Likelihood Functions
by: Dou, Xiaoling, et al.
Published: (2024)
by: Dou, Xiaoling, et al.
Published: (2024)
A Generalized Difference-in-Differences Estimator for Randomized Stepped-Wedge and Observational Staggered Adoption Settings
by: Kennedy-Shaffer, Lee
Published: (2024)
by: Kennedy-Shaffer, Lee
Published: (2024)
Bayesian Mixed-Effects Models for Multilevel Two-way Functional Data: Applications to EEG Experiments
by: Ju, Xiaomeng, et al.
Published: (2025)
by: Ju, Xiaomeng, et al.
Published: (2025)
A Randomization-Based Method for Evaluating Time-Varying Treatment Effects
by: Lee, Sangjin, et al.
Published: (2024)
by: Lee, Sangjin, et al.
Published: (2024)
Evaluating Informative Cluster Size in Cluster Randomized Trials
by: Blette, Bryan S., et al.
Published: (2025)
by: Blette, Bryan S., et al.
Published: (2025)
Bridging the Gap Between the ED and Home: The Community Paramedic‐Led Transitions Intervention for Persons Living With Dementia
by: Meghan Jenkins Morales, et al.
Published: (2026)
by: Meghan Jenkins Morales, et al.
Published: (2026)
Misclassification of Vaccination Status in Electronic Health Records: A Bayesian Approach in Cluster Randomized Trials
by: Kaplan, Adam, et al.
Published: (2024)
by: Kaplan, Adam, et al.
Published: (2024)
Cluster-Randomized Trials with Cross-Cluster Interference
by: Leung, Michael P.
Published: (2023)
by: Leung, Michael P.
Published: (2023)
A Milestone-Based Framework for Characterizing Time-Varying Treatment Effects in Immunotherapy Trials
by: Tai, Yi-Cheng, et al.
Published: (2026)
by: Tai, Yi-Cheng, et al.
Published: (2026)
Quantifying Time-Varying Physical Activity Intervention Effects via Functional Regression
by: Pai, Nidhi, et al.
Published: (2026)
by: Pai, Nidhi, et al.
Published: (2026)
Penalty-Induced Basis Exploration for Bayesian Splines
by: Lim, Sunwoo, et al.
Published: (2023)
by: Lim, Sunwoo, et al.
Published: (2023)
Design of Bayesian Clinical Trials with Clustered Data
by: Hagar, Luke, et al.
Published: (2025)
by: Hagar, Luke, et al.
Published: (2025)
Causal Inference in Randomized Trials with Partial Clustering
by: Nugent, Joshua, et al.
Published: (2024)
by: Nugent, Joshua, et al.
Published: (2024)
A Bayesian Framework for Latent Compliance Modeling in Cluster Randomized Trials with One-Sided Noncompliance
by: Sisti, Anthony, et al.
Published: (2025)
by: Sisti, Anthony, et al.
Published: (2025)
On Anticipation Effect in Stepped Wedge Cluster Randomized Trials
by: Hao Wang, et al.
Published: (2026)
by: Hao Wang, et al.
Published: (2026)
Fixed-Effects Models for Causal Inference in Longitudinal Cluster Randomized and Quasi-Experimental Trials
by: Lee, Kenneth M., et al.
Published: (2026)
by: Lee, Kenneth M., et al.
Published: (2026)
Projection-pursuit Bayesian regression for symmetric matrix predictors
by: Ju, Xiaomeng, et al.
Published: (2024)
by: Ju, Xiaomeng, et al.
Published: (2024)
Modeling Time-Varying Random Objects and Dynamic Networks
by: Dubey, Paromita, et al.
Published: (2021)
by: Dubey, Paromita, et al.
Published: (2021)
Inference in Cluster Randomized Trials with Matched Pairs
by: Bai, Yuehao, et al.
Published: (2022)
by: Bai, Yuehao, et al.
Published: (2022)
Similar Items
-
On Anticipation Effect in Stepped Wedge Cluster Randomized Trials
by: Wang, Hao, et al.
Published: (2025) -
Novel Methods for the Analysis of Stepped Wedge Cluster Randomized Trials
by: Kennedy-Shaffer, Lee, et al.
Published: (2019) -
Emulating Stepped-Wedge Cluster Randomized Trials to Evaluate Health Policies and Interventions
by: Lu, Haidong, et al.
Published: (2026) -
Guidance for Addressing Individual Time Effects in Cohort Stepped Wedge Cluster Randomized Trials: A Simulation Study
by: Basten, Jale, et al.
Published: (2026) -
Analysis of Stepped-Wedge Cluster Randomized Trials when treatment effects vary by exposure time or calendar time
by: Lee, Kenneth M., et al.
Published: (2024)