cvsim: Constructor for the cvsim class

In MetabolicSurv: A Biomarker Validation Approach for Classification and Predicting Survival Using Metabolomics Signature

Description

Constructor for the cvsim class

Usage

cvsim(HRpca, HRpls, Nmets, Ncv, Top)

Arguments

HRpca	A 3-way array in which first, second, and third dimensions correspond to number of metabolites, Hazard ratio infromation(Estimated HR, LowerCI and UpperCI), and number of cross validation respectively. This contains the estimated HR on test data and dimension reduction method is PCA.
HRpls	A 3-way array in which first, second, and third dimensions correspond to number of metabolites, Hazard ratio infromation(Estimated HR, LowerCI and UpperCI), and number of cross validation respectively. This contains the estimated HR on test data and dimension reduction method is PLS.
Nmets	The number of metabolites in the reduced matrix
Ncv	The number of cross validation done
Top	A sequence of top k metabolites considered. Default is Top=seq(5,100,by=5)

Value

object of class cvsim

MetabolicSurv documentation built on June 11, 2021, 9:06 a.m.