Zero-inflated models for the evaluation of colorectal polyps in colon cancer screening studies—a value-based biostatistics practice

Background Colon cancer screening studies are needed for the early detection of colorectal polyps to reduce the risk of colorectal cancer. Unfortunately, the data generated on colon polyps are typically analyzed in their dichotomized form and sometimes with standard count models, which leads to pote...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Alok K. Dwivedi, Sherif E. Elhanafi, Mohamed O. Othman, Marc J. Zuckerman
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: PeerJ Inc. 2025-05-01
Cyfres:PeerJ
Pynciau:
Colonoscopy studies
Polyps
Count data
Zero-inflated models
Regression analysis
Mynediad Ar-lein:https://peerj.com/articles/19504.pdf
Tagiau: Ychwanegu Tag
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