Bayes discriminant rules with ordered predictors

DOI10.1007/S00357-009-9034-ZzbMath1337.62139OpenAlexW2003121573MaRDI QIDQ265320

Bonifacio Salvador, Miguel A. Fernández, Cristina Rueda

Publication date: 1 April 2016

Published in: Journal of Classification (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00357-009-9034-z

zbMATH Keywords

discriminant analysismisclassification probabilitylatent spaceorder restrictionsrestricted estimation

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15)

Related Items (1)

Robustness of classification rules that incorporate additional information

Uses Software

• ORIOGEN

Cites Work

• Nonparametric estimation of convex models via mixtures
• Maximum likelihood estimates via duality for log-convex models when cell probabilities are subject to convex constraints
• A classification rule for ordered exponential populations
• Constrained Statistical Inference
• Bayesian Isotonic Regression and Trend Analysis
• Nonparametric, isotonic discriminant procedures
• Alternative linear classification rules under order restrictions
• Bayesian methods for partial stochastic orderings
• Efficient Utilization of Non-Numerical Information in Quantitative Analysis General Theory and the Case of Simple Order
• Bayesian Semiparametric Isotonic Regression for Count Data
• Incorporating Additional Information to Normal Linear Discriminant Rules
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