Table 3.
Framingham heart data.
| CHD
|
CVA
|
|||||
|---|---|---|---|---|---|---|
| β̂G | β̂L | β̂A | β̂G | β̂L | β̂A | |
| x1 | 0.035 | 0.025 | 0.028 | −0.131 | −0.052 | −0.045 |
| x2 | 0.047 | 0.037 | 0.037 | −0.356 | −0.091 | −0.081 |
| x3 | −0.052 | −0.045 | −0.046 | 0.071 | 0.044 | 0.024 |
| x4 | −0.048 | −0.041 | −0.041 | 0.098 | 0.022 | 0.017 |
| x5 | −0.046 | −0.038 | −0.039 | −0.694 | −0.160 | −0.140 |
| x6 | 0.023 | 0.019 | 0.018 | 0.012 | 0 | 0 |
| x1 * x2 | 0.003 | 0 | 0 | −0.039 | −0.028 | −0.007 |
| x1 * x3 | −0.016 | −0.013 | −0.013 | −0.013 | 0 | 0 |
| x1 * x4 | −0.033 | −0.025 | −0.024 | −0.006 | 0.007 | 0 |
| x1 * x5 | −0.082 | −0.071 | −0.074 | 0.273 | 0.080 | 0.116 |
| x1 * x6 | 0.015 | 0.011 | 0.007 | −0.044 | −0.033 | −0.005 |
| x2 * x3 | 0.037 | 0.029 | 0.024 | −0.041 | 0 | 0 |
| x2 * x4 | 0.008 | 0.008 | 0 | 0.050 | 0.006 | 0 |
| x2 * x5 | −0.006 | 0 | 0 | 0.415 | 0.066 | 0.097 |
| x2 * x6 | −0.026 | −0.023 | −0.021 | 0.004 | −0.030 | 0 |
| x3 * x4 | 0.022 | 0.015 | 0.010 | 0.100 | 0.060 | 0.029 |
| x3 * x5 | −0.010 | −0.011 | −0.005 | −0.217 | −0.118 | −0.083 |
| x3 * x6 | −0.003 | 0 | 0 | −0.019 | 0.010 | 0 |
| x4 * x5 | −0.004 | −0.002 | 0 | −0.249 | −0.104 | −0.096 |
| x4 * x6 | 0.012 | 0.006 | 0 | 0.073 | 0.043 | 0.021 |
| x5 * x6 | 0.041 | 0.032 | 0.031 | −0.006 | 0 | 0 |
Estimated coefficients of the Gehan estimate: β̂G, the Lasso estimates: β̂L, and the adaptive Lasso estimates: β̂A