sMSROC0.1.3 package

Confidence intervals for the AUC (bootstrap)

Confidence intervals for the AUC (empirical variance estimation)

Confidence intervals for the AUC (theoretical variance estimation)

Check confidence level for AUC's confidence intervals

Checks for parameters to compute the confidence intervals for the AUC

Check grid

Checks of diagnosis scenarios

Check of prognosis scenarios under interval censorship

Check of prognosis scenarios under right censorship

Check the method for estimating the predictive model

Check number of bootstrap samples

Check number of CPUs

Check tim

Check the type of scenario (diagnosis/prognosis)

Weighted empirical ROC curve estimator

AUC and confidence intervals

Evolution of the AUCs

Graphical exploratory data analysis

Exploratory data analysis

Predictive model estimation in diagnosis scenarios

Predictive model (naive estimation)

Predictive model in prognosis scenarios (I)

Predictive model in prognosis scenarios (II)

Print sMSROC

Plot of the predictive model

sMS estimator for diagnostic biomarkers

sMS estimator for prognostic biomarkers and interval censoring

sMS estimator for prognostic biomarkers and right censorship

Plot of the sMS ROC curve estimate

sMS ROC curve estimator computation

Variance of the predictive model