2 papers
stat.ME2025
Latent class multivariate probit and latent trait models for evaluating test accuracy without a gold standard: A simulation study
Enzo Cerullo, Sean Pinkney, Alex J. Sutton +3
In the context of an imperfect gold standard, latent class modelling can be used to estimate accuracy of multiple medical tests. However, the conditional independence (CI) assumpti…
stat.ME2025
Ordinal regression for meta-analysis of test accuracy: a flexible approach for utilising all threshold data
Enzo Cerullo, Klaus Linde, Haley E. Jones +4
Standard (network) meta-analysis methods for medical test accuracy evaluation analyse the data separately for each test threshold - wasting data - unless every study reports all th…