Modeling Versus Balancing Approaches to Addressing Instrumental Variables in Weighting: A Comparison of the Outcome‐Adaptive Lasso, Stable Balancing Weighting, and Stable Confounder Selection
Our numerical results support the use of SBW in situations where IVs or near-IVs may lead to practical violations of positivity assumptions.
Authors
- M. Alan Brookhart (ORCID: https://orcid.org/0000-0003-1572-0564)
- Byeong Yeob Choi (ORCID: https://orcid.org/0000-0002-4205-1442)
Institutions
- The University of Texas at San Antonio Health Science Center (US)
- Duke University (US)
- The University of Texas Health Science Center at Houston (US)
Publication Details
- Journal
- Pharmacoepidemiology and Drug Safety
- Published
- 2025-06-27
- DOI
- https://doi.org/10.1002/pds.70173
- Primary Topic
- Advanced Causal Inference Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Cancer Institute