The function outputs information to the screen and creates two output tables. The model table is not shown here.
GLM2 Example 3 Onscreen Output
dfDevRatio |
devRatio |
dfDev |
deviance |
lambda |
0 |
0 |
15 |
185.008826 |
33.4451683575075 |
3 |
0.495555028370924 |
12 |
93.3267719826986 |
12.0195703031457 |
4 |
0.825255933667388 |
11 |
32.3291945626626 |
4.31960959885052 |
4 |
0.930305894169471 |
11 |
12.8940246988259 |
1.55238719986506 |
4 |
0.951974575788374 |
11 |
8.88512735154485 |
0.557899033039046 |
4 |
0.957608388774071 |
11 |
7.84282222515759 |
0.200498516795911 |
4 |
0.963457573112318 |
11 |
6.76067149768095 |
0.0720554309233708 |
4 |
0.971089487544852 |
11 |
5.34869996838526 |
0.0258953792203741 |
4 |
0.980005044362085 |
11 |
3.69924326849269 |
0.00930631676715827 |
4 |
0.984687706599481 |
11 |
2.83290942539757 |
0.00334451683575075 |
GLM2 Example 3 Regularization Table glm2_3regularization (Columns 1-5)
df_dev_ratio |
deviance_ratio |
df_dev |
deviance |
lambda |
0 |
0 |
15 |
185.008826 |
33.4451683575075 |
3 |
0.495555028370924 |
12 |
93.3267719826986 |
12.0195703031457 |
4 |
0.825255933667388 |
11 |
32.3291945626626 |
4.31960959885052 |
4 |
0.930305894169471 |
11 |
12.8940246988259 |
1.55238719986506 |
4 |
0.951974575788374 |
11 |
8.88512735154485 |
0.557899033039046 |
4 |
0.957608388774071 |
11 |
7.84282222515759 |
0.200498516795911 |
4 |
0.963457573112318 |
11 |
6.76067149768095 |
0.0720554309233708 |
4 |
0.971089487544852 |
11 |
5.34869996838526 |
0.0258953792203741 |
4 |
0.980005044362085 |
11 |
3.69924326849269 |
0.00930631676715827 |
4 |
0.984687706599481 |
11 |
2.83290942539757 |
0.00334451683575075 |
GLM2 Example 3 Regularization Table glm2_3regularization (Columns 6-10)
intercept |
armed_forces |
gnp |
gnp_deflator |
population |
65.317 |
0 |
0 |
0 |
0 |
54.8218575447 |
0 |
0.0036713396 |
0.0326415425 |
0.0489911516 |
43.8369917073 |
0.0017090903 |
0.0074174574 |
0.0652234077 |
0.0981636428 |
37.154679985 |
0.0024827573 |
0.0101765417 |
0.0856518657 |
0.126554407 |
35.1825736622 |
0.0024452942 |
0.0125438456 |
0.093815729 |
0.1285468441 |
37.4679867235 |
0.0020860735 |
0.0163287498 |
0.0905074779 |
0.1002494791 |
45.5465937467 |
0.0013152824 |
0.0244413997 |
0.0730722137 |
0.0214742023 |
58.8296374248 |
0.0002910015 |
0.0379400515 |
0.0279059919 |
-0.0948299091 |
81.0307817472 |
-0.0015741337 |
0.0585698986 |
-0.0217865608 |
-0.3048408138 |
100.3707843847 |
-0.0030991548 |
0.0773443707 |
-0.0790919789 |
-0.4785227208 |