Table 3 Descriptive model selection frequencies (DMSF) for investigated simulation scenarios
Scenario | S(*)_a: Univariable selection, | S(*)_b: Univariable selection, | S(*)_c: Backward elimination, |
|---|---|---|---|
αin=0.05 | αin=0.2 | AIC | |
S1_(*) | R1: 0.271 | R1: 0.648 | R1: 1 |
R2: 0.028 | R2: 0.212 | R2: 0.997 | |
R3: 0.001 | R3: 0.024 | R3: 0.894 | |
S2_(*) | R1: 0.448 | R1: 0.805 | R1: 1 |
R2: 0.086 | R2: 0.382 | R2: 1 | |
R3: 0.006 | R3: 0.069 | R3: 0.999 | |
S3_(*) | R1: 0.912 | R1: 0.992 | R1: 1 |
R2: 0.581 | R2: 0.889 | R2: 1 | |
R3: 0.170 | R3: 0.505 | R3: 1 | |
S4_(*) | R1: 0.340 | R1: 0.711 | R1: 1 |
R2: 0.044 | R2: 0.255 | R2: 0.999 | |
R3: 0.001 | R3: 0.037 | R3: 0.929 | |
S5_(*) | R1: 0.401 | R1: 0.764 | R1: 1 |
R2: 0.064 | R2: 0.323 | R2: 1 | |
R3: 0.003 | R3: 0.054 | R3: 0.966 | |
S6_(*) | R1: 0.678 | R1: 0.917 | R1: 1 |
R2: 0.161 | R2: 0.489 | R2: 1 | |
R3: 0.009 | R3: 0.097 | R3: 0.959 | |
S7_(*) | R1: 0.644 | R1: 0.899 | R1: 1 |
R2: 0.107 | R2: 0.419 | R2: 0.998 | |
R3: 0.005 | R3: 0.072 | R3: 0.929 | |
S8_(*) | R1: 0.705 | R1: 0.933 | R1: 1 |
R2: 0.200 | R2: 0.557 | R2: 1 | |
R3: 0.019 | R3: 0.140 | R3: 1 | |
S9_(*) | R1: 0.834 | R1: 0.970 | R1: 1 |
R2: 0.362 | R2: 0.729 | R2: 1 | |
R3: 0.029 | R3: 0.184 | R3: 0.965 | |
S10_(*) | R1: 0.840 | R1: 0.977 | R1: 1 |
R2: 0.403 | R2: 0.774 | R2: 1 | |
R3: 0.052 | R3: 0.267 | R3: 1 |