Cargando…

Bayesian model‐averaged meta‐analysis in medicine

We outline a Bayesian model‐averaged (BMA) meta‐analysis for standardized mean differences in order to quantify evidence for both treatment effectiveness [Formula: see text] and across‐study heterogeneity [Formula: see text]. We construct four competing models by orthogonally combining two present‐a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bartoš, František, Gronau, Quentin F., Timmers, Bram, Otte, Willem M., Ly, Alexander, Wagenmakers, Eric‐Jan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	John Wiley and Sons Inc. 2021
Materias:	Research Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9298250/ https://www.ncbi.nlm.nih.gov/pubmed/34705280 http://dx.doi.org/10.1002/sim.9170

Ejemplares similares

Robust Bayesian meta‐analysis: Model‐averaging across complementary publication bias adjustment methods
por: Bartoš, František, et al.
Publicado: (2022)

Limitations of Bayesian Leave-One-Out Cross-Validation for Model Selection
por: Gronau, Quentin F., et al.
Publicado: (2018)

Rejoinder: More Limitations of Bayesian Leave-One-Out Cross-Validation
por: Gronau, Quentin F., et al.
Publicado: (2019)

A Simple Method for Comparing Complex Models: Bayesian Model Comparison for Hierarchical Multinomial Processing Tree Models Using Warp-III Bridge Sampling
por: Gronau, Quentin F., et al.
Publicado: (2018)

Expert agreement in prior elicitation and its effects on Bayesian inference
por: Stefan, Angelika M., et al.
Publicado: (2022)

A puzzle of proportions: Two popular Bayesian tests can yield dramatically different conclusions
por: Dablander, Fabian, et al.
Publicado: (2021)

A tutorial on Bayesian multi-model linear regression with BAS and JASP
por: Bergh, Don van den, et al.
Publicado: (2021)

Turning the hands of time again: a purely confirmatory replication study and a Bayesian analysis
por: Wagenmakers, Eric-Jan, et al.
Publicado: (2015)

Bayesian inference for psychology. Part I: Theoretical advantages and practical ramifications
por: Wagenmakers, Eric-Jan, et al.
Publicado: (2017)

Meta-analyses are no substitute for registered replications: a skeptical perspective on religious priming
por: van Elk, Michiel, et al.
Publicado: (2015)

The JASP guidelines for conducting and reporting a Bayesian analysis
por: van Doorn, Johnny, et al.
Publicado: (2020)

A tutorial on Bayes Factor Design Analysis using an informed prior
por: Stefan, Angelika M., et al.
Publicado: (2019)

Bayesian inference for the information gain model
por: Stringer, Sven, et al.
Publicado: (2011)

A Bayesian reanalysis of the effects of hydroxychloroquine and azithromycin on viral carriage in patients with COVID-19
por: Hulme, Oliver James, et al.
Publicado: (2021)

Meta-analyses in psychology often overestimate evidence for and size of effects
por: Bartoš, František, et al.
Publicado: (2023)

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

A tutorial on bridge sampling
por: Gronau, Quentin F., et al.
Publicado: (2017)

Bayesian Network Model Averaging Classifiers by Subbagging
por: Sugahara, Shouta, et al.
Publicado: (2022)

Bayesian model averaging for nonparametric discontinuity design
por: Hinne, Max, et al.
Publicado: (2022)

Informed Bayesian survival analysis
por: Bartoš, František, et al.
Publicado: (2022)

Bayesian reanalysis of null results reported in medicine: Strong yet variable evidence for the absence of treatment effects
por: Hoekstra, Rink, et al.
Publicado: (2018)

Forecasting Pathogen Dynamics with Bayesian Model-Averaging: Application to Xylella fastidiosa
por: Abboud, Candy, et al.
Publicado: (2023)

Selective Model Averaging with Bayesian Rule Learning for Predictive Biomedicine
por: Balasubramanian, Jeya B., et al.
Publicado: (2014)

OBAMA: OBAMA for Bayesian amino-acid model averaging
por: Bouckaert, Remco R.
Publicado: (2020)

Bayesian inference for psychology. Part II: Example applications with JASP
por: Wagenmakers, Eric-Jan, et al.
Publicado: (2017)

A default Bayesian hypothesis test for correlations and partial correlations
por: Wetzels, Ruud, et al.
Publicado: (2012)

Using Bayesian regression to test hypotheses about relationships between parameters and covariates in cognitive models
por: Boehm, Udo, et al.
Publicado: (2017)

A Bayesian hierarchical diffusion model decomposition of performance in Approach–Avoidance Tasks
por: Krypotos, Angelos-Miltiadis, et al.
Publicado: (2015)

Accurate phenotyping: Reconciling approaches through Bayesian model averaging
por: Chen, Carla Chia-Ming, et al.
Publicado: (2017)

A Bayesian perspective on severity: risky predictions and specific hypotheses
por: van Dongen, Noah, et al.
Publicado: (2022)

Cognitive Bias Modification for Behavior Change in Alcohol and Smoking Addiction: Bayesian Meta-Analysis of Individual Participant Data
por: Boffo, Marilisa, et al.
Publicado: (2019)

Modelling competing legal arguments using Bayesian model comparison and averaging
por: Neil, Martin, et al.
Publicado: (2019)

Association of Funisitis with Short-Term Outcomes of Prematurity: A Frequentist and Bayesian Meta-Analysis
por: Hundscheid, Tamara Maria, et al.
Publicado: (2023)

Bayesian estimation of explained variance in ANOVA designs
por: Marsman, Maarten, et al.
Publicado: (2019)

bModelTest: Bayesian phylogenetic site model averaging and model comparison
por: Bouckaert, Remco R., et al.
Publicado: (2017)

A tutorial on Bayesian single-test reliability analysis with JASP
por: Pfadt, Julius M., et al.
Publicado: (2022)

Model averaging strategies for structure learning in Bayesian networks with limited data
por: Broom, Bradley M, et al.
Publicado: (2012)

Prognostic Factors for Urachal Cancer: A Bayesian Model-Averaging Approach
por: Kim, In Kyong, et al.
Publicado: (2014)

Bayesian Model Averaging to Account for Model Uncertainty in Estimates of a Vaccine’s Effectiveness
por: Oliveira, Carlos R, et al.
Publicado: (2022)

Making Sense of Uncertainty in the Science Classroom: A Bayesian Approach
por: Rosenberg, Joshua M., et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_a1ngvdoc0np77b67qjarseu4j5