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ROCSI (version 0.1.0)

Receiver Operating Characteristic Based Signature Identification

Description

Optimal linear combination predictive signatures for maximizing the area between two Receiver Operating Characteristic (ROC) curves (treatment vs. control).

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Version

Install

install.packages('ROCSI')

Monthly Downloads

212

Version

0.1.0

License

GPL (>= 2)

Maintainer

Xin Huang

Last Published

August 24th, 2022

Functions in ROCSI (0.1.0)

pair.diff

pair.diff
hessAUC

hessAUC
hessAUC.sub

hessAUC.sub
pair.diff.surv

pair.diff.surv
theta2beta

theta2beta
gradsqr

gradsqr
MClogit

MClogit
cvfolds0

cvfolds0
C.index

C.index
AUC

AUC
ROCSI

ROCSI
grad.sub

grad.sub
HIC

HIC
beta2theta

beta2theta
data.gen

data.gen