Table 9.
Correlation of missingness robustness scores and network structure: homophily
Indegree | Outdegree | High Behavioral | Low Behavioral | |||||
---|---|---|---|---|---|---|---|---|
| ||||||||
Slope β | Var υ | Slope β | Var υ | Slope β | Var υ | Slope β | Var υ | |
Size | 0.6* | −0.42 | 0.19 | −0.08 | 0.32 | −0.32 | 0.53+ | −0.6* |
Density, undirected | −0.45 | 0.28 | 0.16 | −0.24 | −0.02 | 0.04 | −0.35 | 0.42 |
Indegree Std. Dev. | 0.61* | −0.51+ | −0.23 | 0.29 | 0.11 | −0.16 | 0.5 | −0.41 |
Outdegree Std. Dev. | 0.44 | −0.37 | 0.31 | −0.28 | 0.38 | −0.36 | 0.38 | −0.27 |
Degree Std. Dev. | 0.65* | −0.51+ | −0.16 | 0.24 | 0.27 | −0.31 | 0.64* | −0.57+ |
Mean of true score | 0.06 | 0 | 0.05 | 0 | 0.4 | −0.37 | 0.19 | −0.23 |
Directed Network | −0.31 | 0.38 | −0.21 | 0.26 | 0.16 | −0.22 | 0.23 | −0.31 |
Limited Degree | 0.03 | 0.17 | −0.22 | 0.33 | 0.12 | −0.15 | 0.43 | −0.42 |
% Largest Bicomponent | −0.29 | 0.36 | 0.06 | −0.01 | 0.27 | −0.31 | 0.27 | −0.29 |
Note: Positive correlations mean that networks with higher values of that measure (e.g. size) are more robust to measurement error. The direction of the bias is ignored when calculating the correlations.
P<= 0.1;
+P<= 0.05,
P<= 0.01