Cargando…

Evaluating the performance of Bayesian and restricted maximum likelihood estimation for stepped wedge cluster randomized trials with a small number of clusters

BACKGROUND: Stepped wedge trials are an appealing and potentially powerful cluster randomized trial design. However, they are frequently implemented with a small number of clusters. Standard analysis methods for these trials such as a linear mixed model with estimation via maximum likelihood or rest...

Descripción completa

Detalles Bibliográficos
Autores principales:	Grantham, Kelsey L., Kasza, Jessica, Heritier, Stephane, Carlin, John B., Forbes, Andrew B.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2022
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9009029/ https://www.ncbi.nlm.nih.gov/pubmed/35418034 http://dx.doi.org/10.1186/s12874-022-01550-8

Ejemplares similares

The impact of iterative removal of low-information cluster-period cells from a stepped wedge design
por: Rezaei-Darzi, Ehsan, et al.
Publicado: (2023)

The batched stepped wedge design: A design robust to delays in cluster recruitment
por: Kasza, Jessica, et al.
Publicado: (2022)

Divisive hierarchical maximum likelihood clustering
por: Sharma, Alok, et al.
Publicado: (2017)

Stepwise iterative maximum likelihood clustering approach
por: Sharma, Alok, et al.
Publicado: (2016)

Modeling clustering and treatment effect heterogeneity in parallel and stepped‐wedge cluster randomized trials
por: Hemming, Karla, et al.
Publicado: (2018)

Restricted maximum likelihood estimation for animal models using derivatives of the likelihood
por: Meyer, K, et al.
Publicado: (1996)

A tutorial on sample size calculation for multiple-period cluster randomized parallel, cross-over and stepped-wedge trials using the Shiny CRT Calculator
por: Hemming, Karla, et al.
Publicado: (2020)

Analysis of cluster randomised stepped wedge trials with repeated cross-sectional samples
por: Hemming, Karla, et al.
Publicado: (2017)

Maximum Likelihood and Restricted Likelihood Solutions in Multiple-Method Studies
por: Rukhin, Andrew L.
Publicado: (2011)

Restricted maximum likelihood estimation of covariances in sparse linear models
por: Neumaier, Arnold, et al.
Publicado: (1998)

The hunt for efficient, incomplete designs for stepped wedge trials with continuous recruitment and continuous outcome measures
por: Hooper, Richard, et al.
Publicado: (2020)

Estimating variances and covariances for multivariate animal models by restricted maximum likelihood
por: Meyer, K
Publicado: (1991)

Generalizing the information content for stepped wedge designs: A marginal modeling approach
por: Li, Fan, et al.
Publicado: (2023)

Branch length estimation and divergence dating: estimates of error in Bayesian and maximum likelihood frameworks
por: Schwartz, Rachel S, et al.
Publicado: (2010)

Implementing and testing Bayesian and maximum-likelihood supertree methods in phylogenetics
por: Akanni, Wasiu A., et al.
Publicado: (2015)

Unequal cluster sizes in stepped-wedge cluster randomised trials: a systematic review
por: Kristunas, Caroline, et al.
Publicado: (2017)

The impact of varying cluster size in cross-sectional stepped-wedge cluster randomised trials
por: Martin, James Thomas, et al.
Publicado: (2019)

Maximum Penalized Likelihood Estimation
por: LaRiccia, Vincent N, et al.
Publicado: (2009)

Stepped-wedge cluster randomised trials: where, when and why?
por: Grayling, Michael, et al.
Publicado: (2015)

Group sequential designs for stepped-wedge cluster randomised trials
por: Grayling, Michael J, et al.
Publicado: (2017)

Admissible multiarm stepped‐wedge cluster randomized trial designs
por: Grayling, Michael J., et al.
Publicado: (2018)

Restricted maximum likelihood estimation of genetic principal components and smoothed covariance matrices
por: Meyer, Karin, et al.
Publicado: (2005)

Reducing computational demands of restricted maximum likelihood estimation with genomic relationship matrices
por: Meyer, Karin
Publicado: (2023)

The identification of mediating effects using genome-based restricted maximum likelihood estimation
por: Rietveld, Cornelius A., et al.
Publicado: (2023)

Minimum number of clusters and comparison of analysis methods for cross sectional stepped wedge cluster randomised trials with binary outcomes: A simulation study
por: Barker, Daniel, et al.
Publicado: (2017)

Targeted Maximum Likelihood Estimation for Pharmacoepidemiologic Research
por: Pang, Menglan, et al.
Publicado: (2016)

Maximum-Likelihood Model Averaging To Profile Clustering of Site Types across Discrete Linear Sequences
por: Zhang, Zhang, et al.
Publicado: (2009)

Reporting of stepped wedge cluster randomised trials: extension of the CONSORT 2010 statement with explanation and elaboration
por: Hemming, Karla, et al.
Publicado: (2018)

Introducing the new CONSORT extension for stepped-wedge cluster randomised trials
por: Hemming, Karla, et al.
Publicado: (2019)

Response adaptive intervention allocation in stepped‐wedge cluster randomized trials
por: Grayling, Michael J., et al.
Publicado: (2022)

Maximum likelihood estimation of functional relationships
por: Nagelkerke, Nico J D
Publicado: (1992)

clusterBMA: Bayesian model averaging for clustering
por: Forbes, Owen, et al.
Publicado: (2023)

Impact of unequal cluster sizes for GEE analyses of stepped wedge cluster randomized trials with binary outcomes
por: Tian, Zibo, et al.
Publicado: (2021)

Maximum likelihood estimates of two-locus recombination fractions under some natural inequality restrictions
por: Zhou, Ying, et al.
Publicado: (2008)

Stepped-wedge cluster randomised controlled trials: some variations on the common design
por: Hemming, Karla, et al.
Publicado: (2013)

Optimal allocation of clusters in stepped wedge designs with a decaying correlation structure
por: Moerbeek, Mirjam
Publicado: (2023)

Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB
por: Millar, Russell B
Publicado: (2011)

Information bounds and nonparametric maximum likelihood estimation
por: Groeneboom, Piet, et al.
Publicado: (1992)

Precision of maximum likelihood estimation in adaptive designs
por: Graf, Alexandra Christine, et al.
Publicado: (2015)

Semiparametric maximum likelihood probability density estimation
por: Kwasniok, Frank
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_l0j00rfc82tau8vmfv2eca092f