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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
Version
0.1.0
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)
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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