On the influence of the prior distribution in image reconstruction

DOI10.1007/s00180-006-0004-1zbMath1164.62300OpenAlexW2029574499MaRDI QIDQ2463654

Jonny Olsson, Holger Rootzén

Publication date: 16 December 2007

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-006-0004-1

zbMATH Keywords

sensitivity analysisGibbs distributionglaucoma diagnosisvisual field test

Mathematics Subject Classification ID

Random fields; image analysis (62M40) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Bayesian problems; characterization of Bayes procedures (62C10) Image analysis in multivariate analysis (62H35)

Related Items

Inference with a contrast-based posterior distribution and application in spatial statistics

Cites Work

• Statistical decision theory. Foundations, concepts, and methods
• Bayesian robustness with more than one class of contaminations
• Bayesian robustness for multiparameter problems
• Robust Bayesian analysis: sensitivity to the prior
• On the overall sensitivity of the posterior distribution to its inputs
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