Robust analysis of stepped wedge trials using composite likelihood models
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Publication:6618328
DOI10.1002/sim.10120zbMath1545.62616MaRDI QIDQ6618328
Patrick J. Heagerty, Avi Kenny, Emily C. Voldal, Fan Xia, James P. Hughes
Publication date: 14 October 2024
Published in: Statistics in Medicine (Search for Journal in Brave)
robust inferencemixed effects modelscluster randomized trialscomposite likelihoodsstepped wedgevertical estimators
Cites Work
- Unnamed Item
- Linear Mixed Models with Flexible Distributions of Random Effects for Longitudinal Data
- Agnostic notes on regression adjustments to experimental data: reexamining Freedman's critique
- Conditional and marginal models: another view (with comments and rejoinder)
- Models for discrete longitudinal data.
- Randomization inference for stepped-wedge cluster-randomized trials: an application to community-based health insurance
- Misspecified maximum likelihood estimates and generalised linear mixed models
- A mixed autoregressive probit model for ordinal longitudinal data
- Approximate F-tests of multiple degree of freedom hypotheses in generalized least squares analyses of unbalanced split-plot experiments
- A serially correlated gamma frailty model for longitudinal count data
- A Composite Likelihood Approach to Binary Spatial Data
- Analysis of covariance in randomized trials: More precision and valid confidence intervals, without model assumptions
- Robust inference for the stepped wedge design
- Efficiency Study of Estimators for a Treatment Effect in a Pretest–Posttest Trial
- Impact of unequal cluster sizes for GEE analyses of stepped wedge cluster randomized trials with binary outcomes
- Accounting for a decaying correlation structure in cluster randomized trials with continuous recruitment
- Novel methods for the analysis of stepped wedge cluster randomized trials
- Model misspecification in stepped wedge trials: random effects for time or treatment
- Analysis of stepped wedge cluster randomized trials in the presence of a time-varying treatment effect
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