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- W48542227 abstract "A verification device generates a Type I (II) error when it recommends to reject (accept) a valid (false) identity claim. For a given identity, the rates or probabilities of these errors quantify random variations of the device from claim to claim. These are intra-identity variations. To some degree, these rates depend on the particular identity being challenged, and there exists a distribution of error rates characterizing inter-identity variations. However, for most security system applications we only need to know averages of this distribution. These averages are called the pooled error rates. In this paper the authors present the statistical underpinnings for the measurement of pooled Type I and Type II error rates. The authors consider a conceptual experiment, ''a crate of biased coins''. This model illustrates the effects of sampling both within trials of the same individual and among trials from different individuals. Application of this simple model to verification devices yields pooled error rate estimates and confidence limits for these estimates. A sample certification procedure for verification devices is given in the appendix." @default.
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- W48542227 date "1987-07-01" @default.
- W48542227 modified "2023-09-28" @default.
- W48542227 title "Measuring verification device error rates" @default.
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