Package: ThresholdROC 2.9.4

ThresholdROC: Optimum Threshold Estimation

Functions that provide point and interval estimations of optimum thresholds for continuous diagnostic tests. The methodology used is based on minimizing an overall cost function in the two- and three-state settings. We also provide functions for sample size determination and estimation of diagnostic accuracy measures. We also include graphical tools. The statistical methodology used here can be found in Perez-Jaume et al (2017) <doi:10.18637/jss.v082.i04> and in Skaltsa et al (2010, 2012) <doi:10.1002/bimj.200900294>, <doi:10.1002/sim.4369>.

Authors:Sara Perez-Jaume [aut, cre], Natalia Pallares [aut], Konstantina Skaltsa [aut]

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9 exports 0.71 score 17 dependencies 1 dependents 25 scripts 462 downloads

Last updated 5 months agofrom:9392d56b1d. Checks:OK: 7. Indexed: yes.

Exports:diagnosticplotCostROCsecondDer2secondDer3SSthres2thres3thresTH2thresTH3

Dependencies:FNNkernlabKernSmoothkslatticeMASSMatrixmclustmgcvmulticoolmvtnormnlmenumDerivplyrpracmapROCRcpp