Table 3. Summary of lasso models for each cancer.
The number of predictors (size) and R2 for each cancer’s lasso model are reported. The corresponding elevation coefficients are displayed as unstandardized (β), standardized (βz), and as a percentage of mean incidence (β%). Refer to Table 2 for cancer-specific dataset information including county number and mean incidence.
| Cancer | Size | R 2 | β | βz | β % |
|---|---|---|---|---|---|
| Lung | 6 | 67.1% | −6.64 | −0.33 | −11.7% |
| Breast | 6 | 51.3% | −0.39 | −0.02 | −0.3% |
| Colorectal | 6 | 27.4% | – | – | – |
| Prostate | 2 | 7.8% | – | – | – |