Identification of an additive interaction using parameter regularization and model selection in epidemiology
In summary, the model selection method based on the Hannan-Quinn criterion (HQ) appears to be a competitive alternative to the bootstrap method for identifying additive interactions. Furthermore, when using RERI, AP, and S to assess the additive interaction, the results are more consistent and the results are simple and easy to understand.
Authors
- Chanchan Hu (ORCID: https://orcid.org/0000-0002-3629-4245)
- Zhijian Hu (ORCID: https://orcid.org/0000-0003-1334-5334)
- Zhifeng Lin (ORCID: https://orcid.org/0000-0002-4597-4322)
- Shaowei Lin
Institutions
- Fujian Medical University (CN)
Publication Details
- Journal
- PeerJ
- Published
- 2024-10-14
- DOI
- https://doi.org/10.7717/peerj.18304
- Primary Topic
- Statistical Methods and Inference
- Type
- article
- Field-Weighted Citation Impact
- 0.00