2 papers
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…
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…