Table 1 Coverage probability (CP), bias, standard error (SE), and RMSE of \(\boldsymbol {\hat {B}}\)
From: ENIGMA: an enterotype-like unigram mixture model for microbial association analysis
β | CP | Bias | SE | RMSE | β | CP | Bias | SE | RMSE |
|---|---|---|---|---|---|---|---|---|---|
-3.40 | 0.97 | 0.08 | 0.15 | 0.17 | -0.04 | 1.00 | 0.01 | 0.05 | 0.05 |
-2.65 | 0.97 | 0.06 | 0.15 | 0.16 | -0.04 | 1.00 | 0.01 | 0.05 | 0.05 |
-2.34 | 0.99 | 0.04 | 0.12 | 0.13 | -0.01 | 1.00 | 0.01 | 0.05 | 0.05 |
-2.32 | 0.99 | 0.03 | 0.12 | 0.12 | 0.01 | 1.00 | 0.01 | 0.04 | 0.04 |
-1.83 | 0.98 | 0.03 | 0.14 | 0.15 | 0.02 | 1.00 | 0.01 | 0.06 | 0.06 |
-1.59 | 0.99 | 0.02 | 0.13 | 0.13 | 0.02 | 1.00 | 0.01 | 0.04 | 0.05 |
-1.58 | 0.99 | 0.03 | 0.13 | 0.13 | 0.03 | 1.00 | 0.01 | 0.04 | 0.04 |
-1.51 | 0.99 | 0.02 | 0.14 | 0.14 | 0.10 | 1.00 | -0.00 | 0.08 | 0.08 |
-1.51 | 0.99 | 0.02 | 0.13 | 0.13 | 0.13 | 1.00 | 0.01 | 0.03 | 0.03 |
-1.29 | 0.99 | 0.02 | 0.11 | 0.11 | 0.14 | 1.00 | 0.01 | 0.03 | 0.03 |
-1.14 | 0.99 | 0.01 | 0.11 | 0.11 | 0.21 | 1.00 | 0.01 | 0.06 | 0.06 |
-0.95 | 1.00 | 0.01 | 0.09 | 0.09 | 0.23 | 1.00 | 0.00 | 0.08 | 0.08 |
-0.95 | 0.99 | 0.01 | 0.12 | 0.12 | 0.29 | 1.00 | 0.01 | 0.04 | 0.04 |
-0.92 | 1.00 | 0.01 | 0.09 | 0.09 | 0.31 | 1.00 | 0.01 | 0.05 | 0.05 |
-0.88 | 0.99 | 0.01 | 0.12 | 0.12 | 0.32 | 1.00 | 0.00 | 0.08 | 0.08 |
-0.84 | 1.00 | 0.01 | 0.05 | 0.05 | 0.33 | 1.00 | 0.01 | 0.04 | 0.04 |
-0.82 | 1.00 | 0.01 | 0.08 | 0.08 | 0.44 | 0.99 | -0.02 | 0.10 | 0.10 |
-0.78 | 0.99 | 0.01 | 0.13 | 0.13 | 0.46 | 1.00 | 0.01 | 0.05 | 0.05 |
-0.78 | 1.00 | 0.01 | 0.07 | 0.07 | 0.50 | 1.00 | -0.01 | 0.08 | 0.08 |
-0.76 | 1.00 | 0.01 | 0.08 | 0.08 | 0.53 | 1.00 | 0.00 | 0.06 | 0.06 |
-0.72 | 0.99 | 0.00 | 0.12 | 0.12 | 0.54 | 1.00 | -0.00 | 0.08 | 0.08 |
-0.68 | 1.00 | 0.01 | 0.10 | 0.10 | 0.55 | 1.00 | 0.01 | 0.04 | 0.04 |
-0.65 | 0.99 | 0.01 | 0.11 | 0.11 | 0.55 | 1.00 | 0.01 | 0.03 | 0.03 |
-0.65 | 0.99 | 0.01 | 0.11 | 0.11 | 0.56 | 1.00 | 0.01 | 0.05 | 0.05 |
-0.65 | 1.00 | 0.01 | 0.06 | 0.06 | 0.76 | 1.00 | -0.00 | 0.07 | 0.07 |
-0.61 | 1.00 | 0.01 | 0.06 | 0.06 | 0.79 | 1.00 | 0.00 | 0.06 | 0.06 |
-0.58 | 1.00 | 0.01 | 0.06 | 0.06 | 0.84 | 1.00 | 0.00 | 0.05 | 0.05 |
-0.58 | 1.00 | 0.01 | 0.07 | 0.07 | 0.90 | 1.00 | 0.01 | 0.04 | 0.04 |
-0.56 | 1.00 | 0.01 | 0.05 | 0.05 | 0.93 | 1.00 | 0.00 | 0.05 | 0.05 |
-0.52 | 1.00 | 0.01 | 0.06 | 0.06 | 0.96 | 1.00 | -0.01 | 0.08 | 0.08 |
-0.52 | 1.00 | 0.01 | 0.07 | 0.07 | 0.98 | 1.00 | 0.01 | 0.04 | 0.04 |
-0.51 | 1.00 | 0.01 | 0.04 | 0.05 | 1.01 | 1.00 | -0.01 | 0.08 | 0.08 |
-0.50 | 1.00 | 0.01 | 0.05 | 0.05 | 1.08 | 1.00 | 0.00 | 0.05 | 0.06 |
-0.50 | 1.00 | 0.01 | 0.04 | 0.04 | 1.10 | 1.00 | 0.00 | 0.05 | 0.05 |
-0.49 | 0.99 | 0.00 | 0.11 | 0.11 | 1.13 | 1.00 | 0.01 | 0.04 | 0.04 |
-0.47 | 1.00 | 0.01 | 0.05 | 0.05 | 1.14 | 1.00 | 0.01 | 0.04 | 0.04 |
-0.45 | 1.00 | 0.01 | 0.09 | 0.09 | 1.16 | 1.00 | -0.01 | 0.07 | 0.07 |
-0.42 | 0.99 | -0.01 | 0.13 | 0.13 | 1.22 | 1.00 | 0.01 | 0.04 | 0.04 |
-0.33 | 1.00 | 0.01 | 0.07 | 0.07 | 1.23 | 1.00 | -0.02 | 0.09 | 0.09 |
-0.28 | 1.00 | 0.00 | 0.09 | 0.09 | 1.43 | 1.00 | 0.00 | 0.04 | 0.04 |
-0.27 | 1.00 | 0.01 | 0.07 | 0.07 | 1.45 | 1.00 | 0.01 | 0.04 | 0.04 |
-0.23 | 1.00 | 0.00 | 0.09 | 0.09 | 1.47 | 1.00 | 0.00 | 0.04 | 0.04 |
-0.21 | 1.00 | 0.01 | 0.07 | 0.07 | 1.55 | 1.00 | -0.01 | 0.07 | 0.08 |
-0.18 | 1.00 | 0.00 | 0.10 | 0.10 | 1.60 | 1.00 | 0.01 | 0.03 | 0.03 |
-0.15 | 0.99 | -0.01 | 0.11 | 0.11 | 1.61 | 1.00 | 0.00 | 0.05 | 0.05 |
-0.11 | 1.00 | 0.01 | 0.06 | 0.06 | 1.89 | 1.00 | 0.01 | 0.03 | 0.03 |
-0.09 | 1.00 | 0.00 | 0.09 | 0.09 | 1.91 | 1.00 | 0.01 | 0.03 | 0.03 |
-0.05 | 1.00 | 0.01 | 0.04 | 0.04 | 1.95 | 1.00 | 0.01 | 0.02 | 0.02 |
-0.05 | 1.00 | 0.01 | 0.04 | 0.04 | 2.25 | 1.00 | 0.00 | 0.04 | 0.04 |