Targeted Gold Standard Testing
Calculate AUC
Check exponential tilt model assumption
Cross Validation
Nonparametric FNR FPR of the rules
Nonparametric Rules Set
Optimal Nonparametric Rule
Optimal Semiparametric Rule
Optimal Tripartite Rule
Constructor of Output class
plot function.
Nonparametric ROC Analysis
Semiparametric ROC Analysis
ROC Analysis
Min TMR Semiparametric Rule
Semiparametric FNR FPR of the rules
summary function.
Constructor of TGST class
Create a TGST Object
Summary of Disease Status and Risk Score
Functions for implementing the targeted gold standard (GS) testing. You provide the true disease or treatment failure status and the risk score, tell 'TGST' the availability of GS tests and which method to use, and it returns the optimal tripartite rules. Please refer to Liu et al. (2013) <doi:10.1080/01621459.2013.810149> for more details.