nproc: Neyman-Pearson Receiver Operating Characteristics

Given a sample of class 0 and class 1 and a classification method, the package generates the corresponding Neyman-Pearson classifier with a pre-specified type-I error control and Neyman-Pearson Receiver Operating Characteristics.

Author
Yang Feng, Jessica Li and Xin Tong
Date of publication
2016-09-27 08:41:50
Maintainer
Yang Feng <yang.feng@columbia.edu>
License
GPL-2
Version
2.0.1
URLs

View on CRAN

Man pages

compare
Compare two NP classification methods at different...
lines.nproc
Add NP-ROC curves to the current plot object.
npc
Calculate the Neyman-Pearson Classifier from a sample of...
nproc
Calculate the Neyman-Pearson Receiver Operating...
plot.nproc
Plot the nproc curve(s).
predict.npc
Predicting the outcome of a set of new observations using the...

Files in this package

nproc
nproc/inst
nproc/inst/doc
nproc/inst/doc/nproc-demo.pdf
nproc/inst/doc/nproc-demo.Rmd
nproc/inst/doc/nproc-demo.R
nproc/NAMESPACE
nproc/R
nproc/R/npc.R
nproc/R/nproc.R
nproc/R/predict.npc.R
nproc/R/lines.nproc.R
nproc/R/npfuns.R
nproc/R/plot.nproc.R
nproc/R/compare.R
nproc/vignettes
nproc/vignettes/nproc-demo.Rmd
nproc/MD5
nproc/build
nproc/build/vignette.rds
nproc/DESCRIPTION
nproc/ChangeLog
nproc/man
nproc/man/predict.npc.Rd
nproc/man/npc.Rd
nproc/man/plot.nproc.Rd
nproc/man/compare.Rd
nproc/man/nproc.Rd
nproc/man/lines.nproc.Rd