Prior elicitation in the classification problem

DOI10.2307/3315640zbMath0941.62073OpenAlexW1993001416MaRDI QIDQ4267411

Craig A. Cooley, Steven N. MacEachern

Publication date: 13 August 2000

Published in: Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/b807de6b9a0431c7aea1d363579ed1ba5bd6089e

zbMATH Keywords

discriminant analysisGibbs samplinginconsistencymixture modelsprior oddsunclassified observatious

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15)

Related Items (1)

Anchored Bayesian Gaussian mixture models

Cites Work

• Unnamed Item
• An overview of robust Bayesian analysis. (With discussion)
• Sampling-Based Approaches to Calculating Marginal Densities
• Statistical analysis of finite mixture distributions
• A Bayesian method for classification and discrimination
• Iterative Reclassification Procedure for Constructing an Asymptotically Optimal Rule of Allocation in Discriminant Analysis
• Estimating the Linear Discriminant Function from Initial Samples Containing a Small Number of Unclassified Observations
• Limiting Behavior of Posterior Distributions when the Model is Incorrect

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