Simultaneous variable selection and class fusion for high-dimensional linear discriminant analysis
Author:
Publisher
Oxford University Press (OUP)
Subject
Statistics, Probability and Uncertainty,General Medicine,Statistics and Probability
Link
http://academic.oup.com/biostatistics/article-pdf/11/4/599/17739065/kxq023.pdf
Reference17 articles.
1. Some theory for Fisher's linear discriminant function, “naive Bayes”, and some alternatives when there are many more variables than observations;Bickel;Bernoulli,2004
2. The application of bias to discriminant analysis;Di Pillo;Communications in Statistics - Theory and Methods,1976
3. Further applications of bias to discriminant analysis;Di Pillo;Communications in Statistics - Theory and Methods,1977
4. Variable selection via nonconcave penalized likelihood and its oracle properties;Fan;Journal of the American Statistical Asscociation,2001
5. The use of multiple measurements in taxonomic problems;Fisher;Annals of Eugenics,1936
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