Table 5. Regression coefficients estimates of the prostate cancer data.
Biomarkers | CC | KNN-V | KNN-S | MICE-DURR | MICE-IURR | Missing-rate |
---|---|---|---|---|---|---|
FAM178A | 5.80 (<0.119) | 5.62 (<0.001) | 5.33 (0.001) | 4.43(0.003) | 4.70(0.002) | 31.3% |
[−1.49, 13.09] | [2.62, 8.62] | [2.31, 8.35] | [1.61, 7.25] | [1.76, 7.64] | ||
IMAGE:813259 | 6.03 (0.151) | 4.20 (0.009) | 4.43 (0.016) | 3.47 (0.031) | 3.50 (0.039) | 45.5% |
[−2.2, 14.26] | [1.06, 7.34] | [0.82, 8.04] | [0.37, 6.57] | [0.23, 6.77] | ||
UGP2 | −2.57 (0.386) | −3.44 (0.021) | −3.45 (0.021) | −2.32 (0.067) | −3.15 (0.025) | 26.3% |
[−8.37, 3.23] | [−6.36, −0.52] | [−6.37, −0.53] | [−4.77, 0.13] | [−5.85, −0.45] |
MICE-RF is not included because of errors. P-value, (); 95% confidence interval, [].