Table 3.
Coefficients of nonzero factors in Ridge and Adaptive LASSO logistic regression.
Characteristic | Method | ||||
---|---|---|---|---|---|
Ridge regression | Adaptive LASSO regression | ||||
Coefficient | SE | Coefficient | SE | RR | |
PNF | 8.51 | 1.98 | 0.56 | 0.10 | 1.75 |
Renal failure after transplantation | 13.59 | 1.86 | 0.35 | 0.07 | 1.42 |
Lung complication after transplantation | 6.42 | 1.85 | 0.23 | 0.10 | 1.26 |
PTLD | 3.70 | 1.74 | 0.21 | 0.22 | 1.23 |
Vascular complication after transplantation | 6.49 | 1.80 | 0.17 | 0.10 | 1.19 |
Exploration after transplantation | 9.93 | 1.92 | 0.14 | 0.06 | 1.15 |
Type of transplantation | |||||
Whole | Baseline | — | Baseline | — | — |
Split | 4.06 | 1.89 | 0.00 | 0.06 | 1.00 |
Partial | 2.96 | 1.26 | 0.03 | 0.15 | 1.03 |
Duration of operation (hour) | 6.31 | 1.97 | 0.02 | 0.01 | 1.02 |
Donor sex | |||||
Male | Baseline | — | Baseline | — | — |
Female | 4.25 | 2.03 | 0.02 | 0.02 | 1.02 |
Donor age | 4.45 | 1.93 | 0.00 | 0.01 | 1.00 |
Diabetes after transplantation | −4.02 | 1.89 | 0.00 | 0.03 | 1.00 |