Stable classification with applications to microarray data

DOI10.1016/j.csda.2003.12.010zbMath1430.62232OpenAlexW2041120345MaRDI QIDQ957037

Chin-Shang Li, Cheng Cheng

Publication date: 26 November 2008

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2003.12.010

zbMATH Keywords

variable selectionmicroarraydiagonal-linear-discriminant analysisminimum-error-distance thresholdnearest-neighbor classifiersstable classification

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Protein sequences, DNA sequences (92D20)

Related Items (1)

Estimating mutual information for feature selection in the presence of label noise

Uses Software

• rda

Cites Work

• Unnamed Item
• Class prediction by nearest shrunken centroids, with applications to DNA microarrays.
• Significance analysis of microarrays applied to the ionizing radiation response
• Discriminatory Analysis. Nonparametric Discrimination: Consistency Properties
• Empirical Bayes Analysis of a Microarray Experiment
• Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data

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