Screening misclassification model
= Screening misclassification model
In a <screening misclassification model>, true disease states are latent and screen results are emissions. A cancer-free state may emit a positive result with a <false positive rate>, while a perfectly sensitive pre-clinical state always emits a positive result. Conditional independence of emissions given latent states is an additional model assumption, not a consequence of a marginal false-positive rate.