dawai-package: Discriminant analysis with additional information

In dawai: Discriminant Analysis with Additional Information

Discriminant analysis with additional information

Description

This package performs linear and quadratic discriminant analysis with additional information expressed as inequality constraints among the populations means and computes several estimations of the true error rate

Details

Package: dawai

Type: Package

Version: 1.2.7

Date: 2024-10-15

License: GPL-2 | GPL-3

For a complete list of functions with individual help pages, use library(help = "dawai").

Author(s)

David Conde, Miguel A. Fernandez, Bonifacio Salvador

Maintainer: David Conde <[e-mail]>

References

Conde, D., Fernandez, M. A., Rueda, C., and Salvador, B. (2012). Classification of samples into two or more ordered populations with application to a cancer trial. Statistics in Medicine, 31, 3773-3786.

Conde, D., Fernandez, M. A., Salvador, B., and Rueda, C. (2015). dawai: An R Package for Discriminant Analysis with Additional Information. Journal of Statistical Software, 66(10), 1-19. URL http://www.jstatsoft.org/v66/i10/.

Conde, D., Salvador, B., Rueda, C. , and Fernandez, M. A. (2013). Performance and estimation of the true error rate of classification rules built with additional information. An application to a cancer trial. Statistical Applications in Genetics and Molecular Biology, 12(5), 583-602.

Fernandez, M. A., Rueda, C., Salvador, B. (2006). Incorporating additional information to normal linear discriminant rules. Journal of the American Statistical Association, 101, 569-577.

dawai documentation built on Oct. 15, 2024, 5:06 p.m.