Variable | β univariate modela | P | Adjusted Pb | β elastic net model (model 1) | β linear model with stepwise variable selection (model 2) |
---|---|---|---|---|---|
Age | 0.182 | < 0.001 | 0.003 | 0.024 | NA |
bid dosing | 0.394 | 0.132 | 0.132 | 0.041 | 0.084 |
BMI | 0.307 | < 0.001 | < 0.001 | 0.164 | 0.198 |
C-peptide | 0.116 | 0.036 | 0.047 | 0.000 | NA |
Diastolic blood pressure | 0.162 | 0.003 | 0.007 | 0.078 | 0.125 |
Dose | 0.088 | 0.110 | 0.119 | 0.037 | 0.082 |
HbA1c | 0.202 | < 0.001 | 0.001 | 0.066 | 0.104 |
HDL cholesterol | − 0.099 | 0.073 | 0.086 | 0.000 | NA |
Monocytes | 0.125 | 0.024 | 0.035 | 0.047 | 0.073 |
Fasting plasma glucose | 0.440 | < 0.001 | < 0.001 | 0.321 | 0.357 |
Red blood cells | 0.128 | 0.021 | 0.034 | 0.012 | NA |
Systolic blood pressure | 0.174 | 0.002 | 0.004 | 0.000 | NA |
Triglycerides | 0.142 | 0.010 | 0.019 | 0.000 | NA |