Effect | Model 1 |
---|---|
Edges | –5.256 (0.317)*** |
GWDEGREE | 1.290 (0.874) |
GWESP | 0.597 (0.072)*** |
GWESP |
1.398 (0.030)*** |
Homophily GENDER | 0.535 (0.103)*** |
Homophily LAW SCHOOL | 0.137 (0.130) |
Homophily OFFICE | 0.767 (0.111)*** |
Homophily PRACTICE | 0.485 (0.105)*** |
Homophily STATUS | 0.759 (0.104)*** |
Heterophily AGE | –0.019 (0.009)* |
Heterophily SENIORITY | –0.019 (0.009)* |
AIC | 1697.00 |
BIC | 1761.00 |
Effect | Model 1 | Model 2 |
---|---|---|
Edges | –3.830 (0.405)*** | –2.095 (0.491)*** |
GWDEGREE | 5.566 (3.376) | 0.988 (1.228) |
GWESP ( |
1.102 (0.211)*** | 0.358 (0.230) |
Instructor | 2.345 (0.527)*** | |
President | 2.369 (0.543)*** | |
Faction abs. diff. 1 | –0.246 (0.316) | |
Faction abs. diff. 2 | –1.542 (0.492)** | |
Faction abs. diff. 3 | –2.179 (0.605)*** | |
Faction abs. diff. 4 | –2.672 (0.626)*** | |
AIC | 419.40 | 346.80 |
BIC | 432.40 | 385.80 |
Effect | Description |
---|---|
Edges | Baseline density |
Degree |
Nodes of degree |
GWDEGREE | Geometrically weighted degree distribution. A positive parameter indicates anti-preferential attachment ( |
GWDSP | Geometrically weighted dyadwise shared partner. |
GWESP | Geometrically weighted edgewise shared partner. A positive parameter indicates transitivity (closure). |
Homophily |
Homophily on categorical attribute |
Heterophily |
Heterophily on continuous attribute |
|
Activity on binary attribute |
|
interaction on binary attribute |
Network | N | Components | Mean degree | Density | Clustering coefficient | Assortativity coefficient |
---|---|---|---|---|---|---|
Patricia 1990 | 14 | 1 | 2.57 | 0.19780 | 0.40000 | -0.25000 |
Patricia 1992 | 85 | 2 | 2.21 | 0.02633 | 0.10345 | -0.46399 |
Patricia 1993 | 107 | 5 | 2.13 | 0.02010 | 0.10266 | -0.37400 |
Grey’s Anatomy | 44 | 4 | 2.09 | 0.04863 | 0.00000 | -0.22567 |
Dolphins | 62 | 1 | 5.13 | 0.08408 | 0.30878 | -0.04359 |
Zachary karate club | 34 | 1 | 4.59 | 0.13904 | 0.25568 | -0.47561 |
Kapferer tailor shop | 39 | 1 | 8.10 | 0.21323 | 0.38506 | -0.18269 |
Law firm friendship | 71 | 3 | 11.24 | 0.16056 | 0.44862 | 0.07948 |
High school friendship | 134 | 3 | 6.06 | 0.04556 | 0.47540 | 0.28718 |
Effect | Model 1 | Model 2 | Model 3 |
---|---|---|---|
Edges | -2.023 (0.507)*** | -2.030 (0.503)*** | -2.391 (0.669)*** |
GWESP | 0.697 (0.341)* | 0.710 (0.355)* | 0.861 (0.505) |
Degree 2 | 1.029 (0.573) | ||
Degree 2-3 | 1.006 (0.568) | ||
Degree 3 | 1.501 (0.584)* | ||
AIC | 90.62 | 90.61 | 84.12 |
BIG | 98.16 | 98.14 | 91.65 |
Effect | Model 1 | Model 2 | Model 3 |
---|---|---|---|
Edges | -4.588 (0.311)*** | -6.047 (0.561)*** | -8.392 (0.775)*** |
GWDEGREE | 1.397 (0.503)** | 1.908 (0.560)*** | 1.838 (0.572)** |
GWESP | 0.793 (0.173)*** | 0.764 (0.178)*** | 0.608 (0.177)*** |
Activity Christian | 0.734 (0.196)*** | 0.772 (0.217)*** | |
Homophil y Christian | 0.377 (0.205) | 0.305 (0.215) | |
Activity Integrated | 0.232 (0.310) | 0.150 (0.331) | |
Homophily Integrated | 0.427 (0.350) | 0.290 (0.380) | |
Activity Sphere | 0.646 (0.200)** | ||
Homophily Sphere | 2.744 (0.513)*** | ||
AIC | 854.40 | 843.20 | 782.60 |
BIC | 872.90 | 886.40 | 838.20 |
Effect | Model 1 | Model 2 |
---|---|---|
Edges | –3.082 (0.567)*** | –2.997 (0.523)*** |
GWDEGREE | 0.360 (0.935) | |
GWDSP (o = 0.25) | –0,129 (0.051)* | –0.130 (0.052)* |
GWESP ( |
1.491 (0.343)*** | 1.436 (0.286)*** |
AIC | 732.70 | 732.20 |
BIC | 751.10 | 746.00 |
Effect | Model 1 | Model 2 | Model 3 |
---|---|---|---|
Edges | –1.442 (0.241)*** | –0.287 (0.564) | –0.844 (0.636) |
Homophily Sex | –3.133 (0.718)*** | –3.428 (0.741)*** | –3.542 (0.732)*** |
Degree 1 | 2.026 (0.500)*** | 3.533 (1.058)*** | 3.393 (1.000)*** |
Degree 2 | 1.828 (0.911)* | 1.743 (0.858)* | |
Degree 3 | 0.988 (0.805) | 0.983 (0.769) | |
Heterophily Birth year | –0.132 (0.030)*** | –0.142 (0.032)*** | |
Attending – Attending | 1.172 (0.508)* | 1.085 (0.533)* | |
Attending – Chief | 1.137 (0.682) | 1.004 (0.699) | |
Attending – Non-Staff | –0.714 (0.642) | –0.834 (0.648) | |
Attending – Nurse | 0.109 (0.988) | –0.058 (1.215) | |
Attending – Other | 0.490 (0.789) | 0.345 (0.874) | |
Attending – Resident | 1.041 (0.502)* | 1.004 (0.502)* | |
Chief-Non-Staff | –0.156 (1.183) | –0.517 (1.316) | |
Chief – Resident | 0.438 (1.080) | 0.427 (1.096) | |
Intern – Intern | 5.003 (1.904)** | 4.611 (1.753)** | |
Non-Staff-Non-Staff | –1.289 (1.312) | –1.431 (1.266) | |
Non-Staff – Resident | 0.395 (0.593) | 0.398 (0.604) | |
Nurse – Resident | 1.147 (0.847) | 1.554 (0.861) | |
Homophily Black | 2.326 (0.754)** | ||
Homophily White | 0.856 (0.392)* | ||
AIC | 302.10 | 278.40 | 271.30 |
BIC | 316.70 | 365.80 | 368.40 |
Effect | Model 1 | Model 2 | Model 3 |
---|---|---|---|
Edges | –7.000 (0.570)*** | –8.542 (0.471)*** | –8.574 (0.457)*** |
GWDEGREE | 2.447 (0.385)*** | 3.062 (0.266)*** | 3.037 (0.259)*** |
GWDEGREE decay | 1.563 (0.113)*** | ||
GWDSP ( |
–0.014 (0.031) | 0.049 (0.023)* | 0.047 (0.022)* |
GWESP | 1.210 (0.079)*** | ||
GWESP |
1.157 (0.029)*** | ||
GWESP ( |
1.344 (0.069)*** | 1.334 (0.067)*** | |
Homophily Class | 1.057 (0.086)*** | 1.090 (0.084)*** | 1.081 (0.080)*** |
Homophily Sex | 0.171 (0.086)* | ||
AIC | 2410.00 | 1937.00 | 1975.00 |
BIC | 2459.00 | 1972.00 | 2018.00 |
Effect | Model 1 | Model 2 |
---|---|---|
Edges | –0.821 (0.642) | –1.553 (3.122) |
GWDEGREE | –2.148 (0.647)*** | –0.522 (3.260) |
GWDSP ( |
–0.305 (0.067)*** | |
GWESP ( |
0.984 (0.151)*** | |
GWDSP | –0.250 (0.368) | |
GWDSP |
0.834 (0.669) | |
GWESP | 0.630 (0.421) | |
GWESP |
1.082 (0.324)*** | |
AIC | 1014.00 | 1014.00 |
BIC | 1036.00 | 1047.00 |
Effect | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
Edges | -4.941 (0.282)*** | -6.609 (0.470)*** | -9.914 (0.869)*** | -10.169 (0.901)*** |
GWDEGREE | 1.501 (0.443)*** | 2.384 (0.547)*** | 2.314 (0.550)*** | 2.249 (0.538)*** |
GWESP | 0.870 (0.163)*** | 0.835 (0.168)*** | 0.656 (0.169)*** | 0.643 (0.172)*** |
Activity Christian | 0.708 (0.190)*** | 0.747 (0.203)*** | 0.789 (0.203)*** | |
Activity Integrated | 0.540 (0.243)* | 0.507 (0.258)* | 0.580 (0.247)* | |
Homophily Christian | 0.473 (0.203)* | 0.453 (0.205)* | 0.512 (0.214)* | |
Homophily Integrated | 0.725 (0.252)** | 0.670 (0.260)** | 0.828 (0.271)** | |
Activity Sphere | 0.660 (0.192)*** | 0.729 (0.194)*** | ||
Homophily Sphere | 3.611 (0.730)*** | 3.600 (0.744)*** | ||
Activity Behind | 0.631 (0.377) | |||
AIC | 1094.00 | 1062.00 | 975,60 | 975.00 |
BIC | 1114.00 | 1108.00 | 1035.00 | 1041.00 |