Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Application of the three group penalization methods and a one-at-a-time method to a genetic association data set. CV error is the average number of misclassification errors over the ten validation folds
| Genes selected | Markers selected | Cross-validation error | |
|---|---|---|---|
| One-at-a-time | 19 | 49 | 0.441 |
| Group LASSO | 17 | g | 0.390 |
| Group bridge | 3 | 20 | 0.400 |
| Composite MCP | 8 | 11 | 0.391 |
