Pei‐Shan Yen
Biographic Data
| ID | 7961758 |
|---|---|
| NAME | Pei‐Shan Yen |
| GIVEN NAMES | Pei‐Shan |
| FAMILY NAME | Yen |
| SIGNATURE | YEN P S |
| AFFILIATIONS | University of Illinois Chicago |
| ORCID | 0000-0001-7386-0552 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
A novel strategy for detecting multiple mediators in high-dimensional mediation models
This article presents a novel methodology for detecting multiple biomarkers in high-dimensional mediation models by utilizing a modified Least Absolute Shrinkage and Selection Operator (LASSO) alongside Pathway LASSO. This approach effectively addresses the problem of overestimating direct effects, which can result in the inaccurate identification of mediators with nonzero indirect effects. To mitigate this overestimation and improve the true pos…
No prominent works on this page.
A novel strategy for detecting multiple mediators in high-dimensional mediation models
This article presents a novel methodology for detecting multiple biomarkers in high-dimensional mediation models by utilizing a modified Least Absolute Shrinkage and Selection Operator (LASSO) alongside Pathway LASSO. This approach effectively addresses the problem of overestimating direct effects, which can result in the inaccurate identification of mediators with nonzero indirect effects. To mitigate this overestimation and improve the true pos…
Dimension (graph theory (1 work) · Emotion and Mood Recognition (1 work) · Identification (biology (1 work) · Mediation (1 work) · Personality Traits and Psychology (1 work) · Psychopathology (1 work) · Reliability (semiconductor (1 work) · Robustness (evolution (1 work) · Statistical Methods and Inference (1 work)