Classification Rules that Include Neutral Zones and Their Application to Microbial Community Profiling

DOI10.1080/03610920601126514zbMath1124.62078OpenAlexW2038253979MaRDI QIDQ5421551

Elizabeth Bent, James Borneman, Zheng Liu, Daniel R. Jeske

Publication date: 24 October 2007

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610920601126514

zbMATH Keywords

Bayes ruleclassificationsmacroarray analysis

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15)

Related Items (6)

Detecting weak signals in high dimensions ⋮ A serial risk score approach to disease classification that accounts for accuracy and cost ⋮ A sequential logistic regression classifier based on mixed effects with applications to longitudinal data ⋮ Bayes neutral zone classifiers with applications to nonparametric unsupervised settings ⋮ Neutral zone classifiers using a~decision-theoretic approach with application to DNA array analyses ⋮ A three-population constrained discrimination procedure

Cites Work

• Model-based analysis of oligonucleotide arrays: Expression index computation and outlier detection

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