Table 2. Regression coefficients for overall and CLR Model .
Cluster 1 | Cluster 2 | Cluster 3 | Overall Model | |||||||||
Variable | Coef. | SE | P-value | Coef. | SE | P-value | Coef. | SE | P-value | Coef. | SE | P-value |
Intercept | 5.86 | 0.45 | <0.001 | 1.53 | 0.24 | <0.001 | 15.21 | 0.37 | <0.001 | 4.77 | 0.41 | <0.001 |
Age | 0.03 | 0.006 | <0.001 | 0.02 | 0.002 | <0.001 | 0.03 | 0.004 | <0.001 | 0.04 | 0.005 | <0.001 |
Anxiety |
0.55 | 0.008 | <0.001 | 0.34 | 0.005 | <0.001 | 0.52 | 0.006 | <0.001 | 0.58 | 0.007 | <0.001 |
Sex, Female | 1.60 | 0.16 | <0.001 | 0.66 | 0.08 | <0.001 | 1.39 | 0.11 | <0.001 | 1.19 | 0.13 | <0.001 |
Marital Status Married |
8.53 |
0.23 |
<0.001 |
-0.74 |
0.11 |
<0.001 |
-10.04 |
0.24 |
<0.001 |
-0.30 |
0.20 |
0.141 |
Divorced | 5.05 | 0.54 | <0.001 | 1.49 | 0.33 | <0.001 | 4.34 | 0.74 | <0.001 | 2.01 | 0.59 | 0.001 |
Widowed | 0.84 | 0.36 | 0.021 | 2.33 | 0.21 | <0.001 | -2.59 | 0.35 | <0.001 | 0.27 | 0.35 | 0.443 |
Physical Activity Medium |
-0.34 |
0.14 |
0.012 |
-0.28 |
0.07 |
<0.001 |
-0.21 |
0.10 |
0.031 |
-0.34 |
0.12 |
0.005 |
High | -0.37 | 0.20 | 0.064 | -0.49 | 0.10 | <0.001 | -0.43 | 0.14 | 0.002 | -0.79 | 0.17 | <0.001 |
Cigarette smoking, No | -0.58 | 0.24 | 0.013 | -0.21 | 0.13 | 0.087 | -0.67 | 0.17 | <0.001 | -1.02 | 0.21 | <0.001 |
Tobacco smoking, No | 0.33 | 0.22 | 0.138 | -0.20 | 0.12 | 0.091 | -0.07 | 0.18 | 0.685 | -0.96 | 0.21 | <0.001 |
Diabetes, Pre-diabetic |
-8.69 | 0.17 | <0.001 | 0.73 | 0.08 | <0.001 | 7.54 | 0.20 | <0.001 | -0.48 | 0.16 | 0.002 |
Diabetic | -8.34 | 0.19 | <0.001 | 16.84 | 0.22 | <0.001 | -6.19 | 0.13 | <0.001 | -0.33 | 0.19 | 0.086 |
Hypertriglyceridemia, Yes | -0.73 | 0.14 | <0.001 | -0.03 | 0.08 | 0.738 | -0.41 | 0.10 | <0.001 | 0.23 | 0.13 | 0.071 |
Hypercholesterolemia, Yes | 0.55 | 0.22 | 0.009 | 0.42 | 0.13 | 0.001 | 0.29 | 0.16 | 0.082 | 0.25 | 0.21 | 0.219 |
BMI, normal | -0.73 | 0.35 | 0.043 | -0.39 | 0.17 | <0.001 | -0.22 | 0.27 | 0.413 | -0.92 | 0.31 | 0.003 |
Overweight | -1.58 | 0.37 | <0.001 | -0.58 | 0.18 | 0.001 | -0.68 | 0.27 | 0.009 | -1.48 | 0.31 | <0.001 |
Obese | -1.89 | 0.36 | <0.001 | -0.76 | 0.18 | <0.001 | -1.01 | 0.27 | 0.002 | -1.53 | 0.32 | <0.001 |
Total Observation (n) | 2144 | 4540 | 3127 | 9811 | ||||||||
R-squared | 0.85 | 0.77 | 0.85 | 0.41 | ||||||||
MSE | 8.50 | 4.95 | 6.47 | 31.04 |