Table 4.
Bias a | SE b | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Net ID | Statistic | True Value | 10% Sample | 25% Sample | 50% Sample | 75% Sample | 10% Sample | 25% Sample | 50% Sample | 75% Sample |
16 | Component | 1570 | −1.042 | −2.245 | −1.097 | −.896 | 16.263 | 9.209 | 5.734 | 3.696 |
17 | Component | 1707 | 5.813 | .765 | 1.439 | −2.039 | 21.993 | 16.013 | 8.516 | 5.625 |
18 | Component | 1745 | −.360 | .181 | −.937 | .060 | 18.768 | 10.245 | 8.319 | 4.723 |
19 | Component | 1894 | −1.061 | .772 | .572 | .769 | 14.633 | 9.308 | 6.015 | 4.002 |
20 | Component | 1954 | −9.903 | −10.846 | −.193 | −1.608 | 50.711 | 26.636 | 17.323 | 13.457 |
16 | Bicomponent | 1517 | .769 | −6.641 | −4.453 | −3.506 | 24.894 | 20.319 | 9.944 | 6.421 |
17 | Bicomponent | 1594 | 15.735 | −3.531 | −2.865 | −1.842 | 32.292 | 27.695 | 11.580 | 8.363 |
18 | Bicomponent | 1648 | 8.945 | 7.374 | 5.150 | 3.216 | 38.663 | 20.124 | 11.688 | 6.835 |
19 | Bicomponent | 1838 | −3.634 | 1.543 | 1.485 | 2.047 | 22.986 | 17.441 | 11.029 | 5.881 |
20 | Bicomponent | 1664 | 10.920 | 16.564 | 25.134 | 18.619 | 76.119 | 34.949 | 26.401 | 16.470 |
16 | Distance | 4.253 | −.155 | −.163 | −.194 | −.186 | .094 | .058 | .039 | .033 |
17 | Distance | 5.038 | −.034 | −.067 | −.073 | −.066 | .154 | .098 | .076 | .073 |
18 | Distance | 4.751 | −.226 | −.264 | −.286 | −.264 | .142 | .088 | .054 | .049 |
19 | Distance | 4.302 | −.133 | −.143 | −.147 | −.146 | .076 | .041 | .034 | .029 |
20 | Distance | 5.497 | −.175 | −.212 | −.225 | −.204 | .201 | .103 | .068 | .062 |
16 | 5 Step Reachability | .881 | .041 | .043 | .049 | .048 | .024 | .016 | .019 | .008 |
17 | 5 Step Reachability | .591 | .030 | .035 | .036 | .032 | .051 | .033 | .026 | .024 |
18 | 5 Step Reachability | .720 | .090 | .104 | .110 | .104 | .050 | .027 | .018 | .015 |
19 | 5 Step Reachability | .882 | .032 | .037 | .038 | .038 | .019 | .012 | .009 | .006 |
20 | 5 Step Reachability | .393 | .039 | .047 | .055 | .048 | .063 | .033 | .021 | .018 |
Note: The values for Bias and SE are calculated over 30 independent samples, where each sample yields one estimate of the network measure. All estimates come from the ENC model.
Bias=E(estimates)−True Value.
The Standard Error is the standard deviation of the sampling distribution.