What are the Limitations of Nearest Neighbor Matching?
- Incomplete Matching: Some individuals might not find a suitable match, leading to a reduction in sample size. - Residual Confounding: It may not account for unmeasured confounders. - Complexity: Requires careful selection of covariates and appropriate distance metrics to be effective.
