The statistical evaluation of binary tests without gold standard: Robustness of latent variable approaches

The study convincingly shows that in general, the ambition of estimating FAP and FRP without gold standard is unattainable, since all methods easily derail when assumptions are not precisely met. The study also shows that the random components of the FAP and FRP can be reliably estimated by a straightforward modification of one of the tested methods.