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. Author manuscript; available in PMC: 2020 Nov 18.
Published in final edited form as: Ann Appl Stat. 2019 Jun 17;13(2):1268–1294. doi: 10.1214/18-aoas1233

Table 6.

Full simulation results using the unpenalized refit θ.

Relative θ error (SE) Kendall’s tau (SE)
2,3-mer 3-mer 3-mer per-target 2,3-mer 3-mer 3-mer per-target
% effect size % nonzeros # samples
50 25 100 0.725 (0.156) 0.836 (0.205) 1.027 (0.197) 0.573 (0.061) 0.504 (0.061) 0.393 (0.040)
200 0.474 (0.068) 0.558 (0.098) 0.846 (0.062) 0.709 (0.018) 0.575 (0.063) 0.477 (0.057)
400 0.380 (0.091) 0.377 (0.110) 0.656 (0.052) 0.777 (0.030) 0.612 (0.036) 0.564 (0.035)
50 100 0.682 (0.140) 0.697 (0.103) 1.017 (0.106) 0.625 (0.042) 0.606 (0.056) 0.433 (0.033)
200 0.562 (0.196) 0.572 (0.153) 0.880 (0.089) 0.712 (0.044) 0.670 (0.046) 0.528 (0.035)
400 0.393 (0.175) 0.435 (0.081) 0.679 (0.026) 0.805 (0.026) 0.720 (0.041) 0.647 (0.029)
100 100 0.710 (0.208) 0.840 (0.194) 1.217 (0.236) 0.614 (0.065) 0.624 (0.023) 0.458 (0.041)
200 0.547 (0.100) 0.603 (0.088) 0.880 (0.097) 0.708 (0.026) 0.708 (0.026) 0.552 (0.045)
400 0.370 (0.047) 0.468 (0.057) 0.718 (0.080) 0.777 (0.028) 0.769 (0.017) 0.648 (0.021)
100 25 100 0.443 (0.143) 0.424 (0.119) 0.680 (0.067) 0.725 (0.059) 0.614 (0.047) 0.535 (0.051)
200 0.331 (0.089) 0.316 (0.091) 0.565 (0.053) 0.777 (0.029) 0.650 (0.078) 0.625 (0.036)
400 0.246 (0.046) 0.245 (0.092) 0.406 (0.044) 0.807 (0.021) 0.649 (0.025) 0.704 (0.025)
50 100 0.519 (0.148) 0.539 (0.106) 0.820 (0.115) 0.752 (0.033) 0.695 (0.050) 0.567 (0.039)
200 0.355 (0.090) 0.369 (0.073) 0.658 (0.051) 0.812 (0.028) 0.745 (0.039) 0.658 (0.035)
400 0.248 (0.049) 0.275 (0.060) 0.496 (0.046) 0.860 (0.020) 0.779 (0.032) 0.743 (0.026)
100 100 0.496 (0.063) 0.631 (0.101) 0.852 (0.062) 0.712 (0.033) 0.742 (0.027) 0.568 (0.034)
200 0.373 (0.057) 0.429 (0.062) 0.649 (0.061) 0.783 (0.026) 0.805 (0.031) 0.692 (0.026)
400 0.270 (0.031) 0.318 (0.064) 0.483 (0.035) 0.842 (0.017) 0.864 (0.020) 0.770 (0.017)
200 25 100 0.483 (0.124) 0.499 (0.069) 0.639 (0.050) 0.689 (0.025) 0.610 (0.030) 0.559 (0.049)
200 0.357 (0.047) 0.389 (0.046) 0.534 (0.034) 0.737 (0.043) 0.637 (0.037) 0.619 (0.042)
400 0.272 (0.033) 0.304 (0.024) 0.467 (0.035) 0.792 (0.024) 0.708 (0.055) 0.690 (0.022)
50 100 0.420 (0.065) 0.494 (0.044) 0.633 (0.033) 0.755 (0.029) 0.648 (0.044) 0.594 (0.029)
200 0.317 (0.042) 0.411 (0.046) 0.555 (0.036) 0.811 (0.025) 0.695 (0.034) 0.667 (0.028)
400 0.257 (0.028) 0.316 (0.021) 0.501 (0.043) 0.857 (0.017) 0.760 (0.029) 0.714 (0.029)
100 100 0.459 (0.039) 0.532 (0.056) 0.684 (0.081) 0.680 (0.038) 0.747 (0.025) 0.618 (0.024)
200 0.378 (0.053) 0.388 (0.035) 0.533 (0.041) 0.741 (0.040) 0.808 (0.020) 0.716 (0.017)
400 0.312 (0.029) 0.323 (0.033) 0.454 (0.030) 0.800 (0.033) 0.852 (0.016) 0.771 (0.013)