Borrowing Strength with Nonexchangeable Priors over Subpopulations

DOI10.1111/J.1541-0420.2011.01693.XzbMath1274.62811OpenAlexW2012850370WikidataQ42040693 ScholiaQ42040693MaRDI QIDQ2912353

Fernando A. Quintana, Peter Mueller, B. Nebiyou Bekele, Kyle Wathen, Luis G. León Novelo

Publication date: 14 September 2012

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc5289226

zbMATH Keywords

clinical trialbinary datanonparametric Bayescategorical covariatenonexchangeable

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (5)

Dependent mixture models: clustering and borrowing information ⋮ Robust meta‐analytic‐predictive priors in clinical trials with historical control information ⋮ Borrowing strength and borrowing index for Bayesian hierarchical models ⋮ A Bayesian approach to model individual differences and to partition individuals: case studies in growth and learning curves ⋮ Defining predictive probability functions for species sampling models

Cites Work

• Combining data from experiments that may be similar
• On selecting a prior for the precision parameter of Dirichlet process mixture models
• A predictive view of Bayesian clustering
• A Bayesian analysis of some nonparametric problems
• Bayesian Clustering and Product Partition Models
• Bayesian Measures of Model Complexity and Fit
• A Bayesian Analysis for Change Point Problems
• Bayesian Density Estimation and Inference Using Mixtures
• Bayesian methodology for combining the results from different experiments when the specifications for pooling are uncertain

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