From: Hierarchical Bayesian adaptive lasso methods on exponential random graph models
Result for parameter selection | |||||||
---|---|---|---|---|---|---|---|
Network statistic | Mean | SD | Quantiles | ||||
 |  |  | 2.5% | 25% | 50% | 75% | 97.5% |
\(\theta _{1}\) (edges) | −5.794 | 0.995 | −7.770 | −6.460 | −5.782 | −5.121 | −3.879 |
\(\theta _{2}\) (out degree 0) | 1.212 | 0.64 | −0.051 | 0.795 | 1.216 | 1.631 | 2.477 |
\(\theta _{3}\) (out degree 1) | −1.025 | 0.526 | −2.066 | −1.372 | −1.025 | −0.679 | 0.016 |
\(\theta _{4}\) (out degree 2) | −0.629 | 0.407 | −1.428 | −0.901 | −0.632 | −0.363 | 0.189 |
\(\theta _{5}\) (out degree 3) | −0.207 | 0.319 | −0.853 | −0.410 | −0.209 | −0.002 | 0.431 |
\(\theta _{6}\) (1 serving fruit/day) a | 0.654 | 0.308 | 0.046 | 0.453 | 0.655 | 0.859 | 1.265 |
\(\theta _{7}\) (2 servings fruit/day) a | 0.536 | 0.304 | −0.063 | 0.334 | 0.534 | 0.738 | 1.134 |
\(\theta _{8}\) (3-4 servings fruit/day) a | 0.608 | 0.329 | −0.054 | 0.391 | 0.612 | 0.829 | 1.245 |
\(\theta _{9}\) (5+ servings fruit/day) a | 0.877 | 0.461 | −0.066 | 0.577 | 0.887 | 1.186 | 1.772 |
\(\theta _{10}\) (1 serving vegetables/day) a | 0.451 | 0.310 | −0.164 | 0.248 | 0.454 | 0.655 | 1.062 |
\(\theta _{11}\) (2 servings vegetables/day) a | 0.477 | 0.295 | −0.106 | 0.283 | 0.478 | 0.675 | 1.056 |
\(\theta _{12}\) (3-4 servings vegetables/day) a | 0.587 | 0.292 | 0.018 | 0.392 | 0.587 | 0.782 | 1.165 |
\(\theta _{13}\) (5+ servings vegetables/day) a | 0.096 | 0.359 | −0.644 | −0.128 | 0.109 | 0.335 | 0.770 |
\(\theta _{14}\) (vigorous phys. activities/week)b | −0.011 | 0.206 | −0.426 | −0.145 | −0.008 | 0.125 | 0.389 |
\(\theta _{15}\) (moderate phys. activities/week)c | 0.008 | 0.042 | −0.075 | −0.019 | 0.009 | 0.037 | 0.090 |
\(\theta _{16}\) (days walking 10min/week)c | −0.018 | 0.035 | −0.088 | −0.042 | −0.019 | 0.006 | 0.052 |
\(\theta _{17}\) (days using parks/month) c | −0.030 | 0.028 | −0.090 | −0.049 | −0.030 | −0.011 | 0.022 |
\(\theta _{18}\) (heard of walking program) b | 0.333 | 0.214 | −0.087 | 0.190 | 0.334 | 0.478 | 0.752 |
\(\theta _{19}\) (participate in walking program)b | 0.186 | 0.244 | −0.305 | 0.027 | 0.188 | 0.346 | 0.668 |
\(\theta _{20}\) (heard of SCAL)b | 0.076 | 0.191 | −0.310 | −0.049 | 0.081 | 0.206 | 0.448 |
\(\theta _{21}\) (general health is very good)a | −0.203 | 0.206 | −0.616 | −0.339 | −0.201 | −0.065 | 0.194 |
\(\theta _{22}\) (general health is good) a | −0.247 | 0.204 | −0.650 | −0.381 | −0.248 | −0.113 | 0.154 |
\(\theta _{23}\) (general health is fair) a | −0.072 | 0.207 | −0.470 | −0.211 | −0.077 | 0.063 | 0.349 |
\(\theta _{24}\) (general health is poor) a | −0.479 | 0.477 | −1.505 | −0.773 | −0.456 | −0.160 | 0.402 |
\(\theta _{25}\) (gender) a | −0.064 | 0.15 | −0.362 | −0.163 | −0.064 | 0.035 | 0.226 |
\(\theta _{26}\) (age) c | −0.001 | 0.005 | −0.012 | −0.005 | −0.001 | 0.002 | 0.009 |
\(\theta _{27}\) (highest year of school completed)b | −0.165 | 0.205 | −0.571 | −0.302 | −0.166 | −0.029 | 0.240 |