dawai: Discriminant Analysis with Additional Information

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In applications it is usual that some additional information is available. This package dawai (an acronym for Discriminant Analysis With Additional Information) performs linear and quadratic discriminant analysis with additional information expressed as inequality restrictions among the populations means. It also computes several estimations of the true error rate.

Author
David Conde, Miguel A. Fernandez, Bonifacio Salvador
Date of publication
2015-08-31 14:31:20
Maintainer
David Conde <dconde@eio.uva.es>
License
GPL-2 | GPL-3
Version
1.2.1

View on CRAN

Man pages

dawai-internal
Internal dawai functions
dawai-package
Discriminant analysis with additional information
err.est
Restricted Discriminant Analysis. True Error Rate estimation
err.est.rlda
Restricted Linear Discriminant Analysis. True Error Rate...
err.est.rqda
Restricted Quadratic Discriminant Analysis. True Error Rate...
predict.rlda
Restricted Linear Discriminant Analysis. Multivariate...
predict.rqda
Restricted Quadratic Discriminant Analysis. Multivariate...
rlda
Restricted Linear Discriminant Analysis
rqda
Restricted Quadratic Discriminant Analysis
Vehicle2
Vehicle Silhouettes 2

Files in this package

dawai
dawai/inst
dawai/inst/CITATION
dawai/inst/doc
dawai/inst/doc/dawai.Rnw
dawai/inst/doc/dawai.pdf
dawai/inst/doc/dawai.R
dawai/NAMESPACE
dawai/data
dawai/data/Vehicle2.rda
dawai/R
dawai/R/rlda.R
dawai/R/getmeans.R
dawai/R/getvariances.R
dawai/R/posterior.R
dawai/R/rest.est.R
dawai/R/restrictions.R
dawai/R/bootstrapsamples.R
dawai/R/err.est.R
dawai/R/checks.R
dawai/R/rqda.R
dawai/R/classify.R
dawai/R/resmatrix.R
dawai/vignettes
dawai/vignettes/dawai.Rnw
dawai/MD5
dawai/build
dawai/build/vignette.rds
dawai/DESCRIPTION
dawai/man
dawai/man/predict.rlda.Rd
dawai/man/err.est.rlda.Rd
dawai/man/dawai-package.Rd
dawai/man/err.est.rqda.Rd
dawai/man/predict.rqda.Rd
dawai/man/dawai-internal.Rd
dawai/man/err.est.Rd
dawai/man/rlda.Rd
dawai/man/rqda.Rd
dawai/man/Vehicle2.Rd