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The DNHS data results by the proposed method and the high-dimensional mediation analysis (HIMA) method.
| Method | NS | Mediator | Outcome |
|---|---|---|---|
| Proposed | 6 | 0.455 | 1.235 |
| HIMA | 0 | 4.309 | 2.774 |
NOTE: Here “NS” represents the mean number of selected mediators. The “Mediator” represents average prediction error for mediators, and “Outcome” represents average prediction error for the outcome variable based on 100 replications.
