scholarly journals Bayesian latent class models to estimate diagnostic test accuracies of COVID‐19 tests

2020 ◽  
Vol 93 (2) ◽  
pp. 639-640
Author(s):  
Sonja Hartnack ◽  
Paolo Eusebi ◽  
Polychronis Kostoulas
Keyword(s):  
Diagnostic Test ◽  
Latent Class ◽  
Latent Class Models ◽  
Class Models

scholarly journals Global identifiability of latent class models with applications to diagnostic test accuracy studies: A Gröbner basis approach

Biometrics ◽  
2019 ◽  
Vol 76 (1) ◽  
pp. 98-108
Author(s):  
Rui Duan ◽  
Ming Cao ◽  
Yang Ning ◽  
Mingfu Zhu ◽  
Bin Zhang ◽  
...  
Keyword(s):  
Diagnostic Test ◽  
Gröbner Basis ◽  
Latent Class ◽  
Latent Class Models ◽  
Diagnostic Test Accuracy ◽  
Test Accuracy ◽  
Grobner Basis ◽  
Class Models

On the robustness of latent class models for diagnostic testing with no gold standard

2021 ◽  
Author(s):  
Matthew R. Schofield ◽  
Michael J. Maze ◽  
John A. Crump ◽  
Matthew P. Rubach ◽  
Renee Galloway ◽  
...  
Keyword(s):  
Gold Standard ◽  
Latent Class ◽  
Diagnostic Testing ◽  
Latent Class Models ◽  
No Gold Standard ◽  
Class Models

STARD-BLCM: Standards for the Reporting of Diagnostic accuracy studies that use Bayesian Latent Class Models

2017 ◽  
Vol 138 ◽  
pp. 37-47 ◽  
Author(s):  
Polychronis Kostoulas ◽  
Søren S. Nielsen ◽  
Adam J. Branscum ◽  
Wesley O. Johnson ◽  
Nandini Dendukuri ◽  
...  
Keyword(s):  
Diagnostic Accuracy ◽  
Latent Class ◽  
Latent Class Models ◽  
Class Models

scholarly journals Problems in detecting misfit of latent class models in diagnostic research without a gold standard were shown

2016 ◽  
Vol 74 ◽  
pp. 158-166 ◽  
Author(s):  
Maarten van Smeden ◽  
Daniel L. Oberski ◽  
Johannes B. Reitsma ◽  
Jeroen K. Vermunt ◽  
Karel G.M. Moons ◽  
...  
Keyword(s):  
Gold Standard ◽  
Latent Class ◽  
Latent Class Models ◽  
Diagnostic Research ◽  
Class Models ◽  
Without A Gold Standard
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