Parameterization of Beta Distributions for Bias Parameters of Binary Exposure Misclassification in Probabilistic Bias Analysis
If sparse data are expected in a validation substudy, using a uniform prior for the beta distribution of bias parameters can improve the validity of bias-adjusted measures.
Authors
- Lindsay Jane Collin (ORCID: https://orcid.org/0000-0003-0170-2592)
- Richard F. MacLehose (ORCID: https://orcid.org/0000-0003-2041-3710)
- Qi Zhang (ORCID: https://orcid.org/0000-0002-1969-8512)
- Timothy L. Lash (ORCID: https://orcid.org/0000-0002-5240-5195)
- Thomas P. Ahern (ORCID: https://orcid.org/0000-0003-0440-8727)
Institutions
- University of Vermont (US)
- University of Minnesota (US)
- Emory University (US)
- University of Utah (US)
- Huntsman Cancer Institute (US)
- Methodist University (US)
Publication Details
- Journal
- Epidemiology
- Published
- 2024-11-26
- DOI
- https://doi.org/10.1097/ede.0000000000001818
- Citations
- 1
- Primary Topic
- Advanced Statistical Methods and Models
- Type
- article
- Field-Weighted Citation Impact
- 0.71