emery

Accuracy Statistic Estimation for Imperfect Gold Standards

CRAN Package

Produce maximum likelihood estimates of common accuracy statistics for multiple measurement methods when a gold standard is not available. An R implementation of the expectation maximization algorithms described in Zhou et al. (2011) doi:10.1002/9780470906514 with additional functions for creating simulated data and visualizing results. Supports binary, ordinal, and continuous measurement methods.


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  • Imports8 packages
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