The function outputs information to the screen and creates two output tables. The model table is not shown here.
GLM2 Example 4 Onscreen Output
dfDevRatio |
devRatio |
dfDev |
deviance |
lambda |
4 |
0.962764132079392 |
11 |
6.88896420908282 |
0.08 |
3 |
0.965249423725026 |
12 |
6.42916331945636 |
0.05 |
4 |
0.969563681197274 |
11 |
5.63098760945407 |
0.03 |
GLM2 Example 4 Regularization Table glm2_3regularization (Columns 1-5)
df_dev_ratio |
deviance_ratio |
df_dev |
deviance |
lambda |
4 |
0.962764132079392 |
11 |
6.88896420908282 |
0.08 |
3 |
0.965249423725026 |
12 |
6.42916331945636 |
0.05 |
4 |
0.969563681197274 |
11 |
5.63098760945407 |
0.03 |
GLM2 Example 4 Regularization Table glm2_3regularization (Columns 6-10)
intercept |
armed_forces |
gnp |
gnp_deflator |
population |
44.5464394715 |
0.0013604856 |
0.0232838328 |
0.0786912064 |
0.0288475833 |
48.2203770905 |
0.0011161847 |
0.0274548885 |
0.0605957447 |
0 |
55.8031821863 |
0.0005469725 |
0.0351076729 |
0.0348849624 |
-0.0663160626 |