From: Temporal patterns behind the strength of persistent ties
Feature | Model 1 | Model 2 | ||
---|---|---|---|---|
Full | Simplified | Full | Simplified | |
\(w_{ij}\) | 0.839∗∗∗ | 1.228∗∗∗ | 1.709∗∗∗ | 2.041∗∗∗ |
(0.044) | (0.066) | (0.180) | (0.105) | |
\(r_{ij}\) | 0.118∗∗∗ | 0.470∗∗∗ | ||
(0.034) | (0.111) | |||
\(o_{ij}\) | 0.269∗∗∗ | 0.384∗∗∗ | ||
(0.035) | (0.111) | |||
\(k_{ij}\) | −0.008 | −0.231∗ | ||
(0.031) | (0.099) | |||
\(\mu _{ij}^{\mathrm{int}}\) | −0.0139 | 0.006 | ||
(0.030) | (0.095) | |||
\(\hat{f}_{ij}\) | −0.608∗∗∗ | −0.306∗∗∗ | ||
(0.0390) | (0.016) | |||
\(t_{ij}^{\mathrm{min}}\) | −0.329∗∗∗ | −0.402∗∗ | ||
(0.039) | (0.128) | |||
\(\mathit{cv}_{ij}\) | −0.286∗∗∗ | −0.229∗ | −2.394∗∗∗ | |
(0.037) | (0.103) | (0.224) | ||
\(\mu _{ij}^{\mathrm{chats}}\) | 0.024 | −0.047 | ||
(0.035) | (0.114) | |||
\(a_{ij}\) | 0.122∗∗∗ | 0.115 | ||
(0.036) | (0.111) | |||
Constant | 0.435∗∗∗ | 1.951∗∗∗ | 0.686∗∗∗ | −4.525∗∗∗ |
(0.032) | (0.155) | (0.115) | (0.265) | |
Number of observations | 5466 | 5466 | 667 | 667 |
Performance | Model 1 | Model 2 | ||
---|---|---|---|---|
Full | Simplified | Full | Simplified | |
Accuracy | 0.690 | 0.688 | 0.798 | 0.799 |
Sensitivity | 0.770 | 0.780 | 0.814 | 0.802 |
Specificity | 0.583 | 0.567 | 0.776 | 0.797 |