Statistical Inference for Box-Cox Based Receiver Operating Characteristic Curves
Tests whether Box-Cox is appropriate for the given dataset (one-marker...
Tests whether Box-Cox is appropriate for the given dataset (two-marker...
Performs inference to compare the AUCs of two correlated (or uncorrela...
Performs inference to compare the Youden Indices of two correlated (or...
Performs inference to compare the sensitivities of two correlated (or ...
Performs inference to compare the specificities of two correlated (or ...
Comprehensive Box-Cox ROC analysis for a single marker
Inference around the sensitivity at a given specificity (and vice vers...
Provides visual comparison of three ROC estimation methods (one-marker...
Provides visual comparison of three ROC estimation methods (two-marker...
Generation of Box-Cox based ROC curves and several aspects of inferences and hypothesis testing. Can be used when inferences for one biomarker (Bantis LE, Nakas CT, Reiser B. (2018)<doi:10.1002/bimj.201700107>) are of interest or when comparisons of two correlated biomarkers (Bantis LE, Nakas CT, Reiser B. (2021)<doi:10.1002/bimj.202000128>) are of interest. Provides inferences and comparisons around the AUC, the Youden index, the sensitivity at a given specificity level (and vice versa), the optimal operating point of the ROC curve (in the Youden sense), and the Youden based cutoff.