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The pAUC measure informs policy because, in terms of empirical reality, the procedure that yields the higher area under the ROC can achieve both a higher HR and a lower FAR than a competing procedure.
Our claim is that policymakers should care only about getting performance on the highest empirical ROC, no matter how one gets there and no matter how the two procedures compare in terms of underlying latent variables.4Again, the reason is that the procedure that yields the higher empirical AUC can achieve both a higher HR and a lower FAR than a competing procedure.
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Some numerical results and comparisons are given and show that the new chart has an average run length performance that is superior to some other competing procedures.
In contrast to competing procedures, the testing procedure underlying DiNAMIC is carefully motivated, and employs a novel cyclic permutation scheme.
Because many comparisons among competing procedures are based on ROC curves, the failure to properly control Type I error rate or false discovery rate may not be noticed by those developing methods -- as almost happened to us.
The log hazard ratios were obtained from this sample using STATA's competing risks procedure and recalculated for each bootstrap replication.
Tests for heterogeneity were done to evaluate differences between subtypes of tumors (e.g., CIMP vs. non-CIMP) using the competing risks procedure in STATA.
The logHRs were obtained from this sample using Stata's competing risks procedure and recalculated for each bootstrap-replication.
Reasons for discontinuing a session were fatigue (50%), extreme sleepiness (20%), competing medical procedures (20%), and confusion (10%).
We consider this issue in relation to the empirical evaluation of competing lineup procedures (namely, simultaneous vs. sequential lineups) because it is ground zero of the recent controversy over the use of ROC analysis in the field of eyewitness identification.
The production trial data were used as the performance measures to compare competing scoring procedures and methods of data treatment.
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