Estimation of prognostic or diagnostic capacity of microarray data.

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Documentation for package ‘ROC632’ version 0.4

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ROC632-package Estimation of prognostic capacity of microarray data.
AUC Area under ROC curve from sensitivities and specificities
boot.ROC Estimation of true diagnostic capacity of microarray data (without censoring) using the cross-validation, the 0.632 and the 0.632+ estimators of ROC curves
boot.ROC.penfix Estimation of true diagnostic capacity of microarray data (without censoring) using the cross-validation, the 0.632 and the 0.632+ estimators of ROC curves
boot.ROCt Estimation of true prognostic capacity of microarray data using the cross-validation, the 0.632 and the 0.632+ estimators of time-dependent ROC curves
boot.ROCt.penfix Estimation of true prognostic capacity of microarray data using the cross-validation, the 0.632 and the 0.632+ estimators of time-dependent ROC curves
DLBCLgenes The data concerning the gene expressions of the DLBCL patients
DLBCLpatients The data concerning the clinical information of the DLBCL patients
ROC Estimation of the traditional ROC curves (without censoring)