Estimates | Hierarchical logistic | Bayes’ Hierarchical logistic | Joint GLM | Joint GAM | ||||
---|---|---|---|---|---|---|---|---|
Estimates | p-value | Estimates | p-value | Estimates | p-value | Estimates | p-value | |
Intercept | 0.451 | 0.057 | 0.25 | 0.055 | 0.3853 | 0.0003*** | 0.597 | 0.009** |
Arrested | 0.677 | <.001*** | 0.709 | <.001*** | 0.677 | <.001*** | 0.606 | <.001*** |
Race | 0.461 | <.001*** | 0.584 | <.001*** | 0.63 | <.001*** | 0.523 | <.001*** |
Drug | 1.221 | <.001*** | 1.183 | <.001*** | 1.235 | <.001*** | 1.066 | <.0001*** |
TV time | 0.007 | 0.027* | 0.007 | 0.005** | 0.008 | <.001*** | 0.008 | 0.008** |
Mistreatment | 0.309 | 0.011** | 0.293 | 0.003** | 0.33 | <.001*** | 0.214 | 0.07 |
Religion | -0.299 | 0.007*** | -0.293 | <.001*** | -0.31 | <.001*** | -0.281 | 0.001*** |
Alcohol | 0.541 | <.001*** | 0.544 | <.001*** | 0.577 | <.001*** | 0.420 | <.001*** |
Kid | 0.208 | 0.017*** | 0.208 | 0.002** | 0.245 | <.001*** | 0.231 | 0.006** |
Public work | -0.27 | 0.002** | -0.28 | <.001*** | -0.302 | <.001*** | -0.268 | 0.002** |
Starting age | -0.006 | <.001*** | -0.006 | <.001*** | -0.007 | <.001*** | -0.007 | <.001*** |
Education | -0.473 | <.001*** | -0.509 | <.001*** | -0.497 | <.001*** | -0.484 | <.001*** |
Income | -0.074 | <.001*** | -0.234 | <.001*** | -0.073 | <.001*** | -0.087 | <.001*** |
Gender | -0.144 | 0.1149 | -0.17 | 0.031 | -0.18 | <.001*** | -0.166 | 0.063 |
Sports | -0.486 | <.001*** | -0.493 | <.001*** | -0.436 | <.001*** | -0.47 | <.001*** |
Insurance | -0.15 | 0.177 | -0.189 | 0.029* | -0.158 | 0.002** | -0.144 | 0.186 |
Routine check | -0.111 | 0.207 | -0.103 | 0.113 | -0.11 | 0.006** | -0.078 | 0.369 |
Attitude future | -0.152 | 0.095 | -0.16 | 0.046* | -0.152 | 0.001*** | -0.143 | 0.112 |
Social relation | 0.065 | 0.482 | 0.102 | 0.062 | 0.096 | 0.024** | 0.058 | 0.526 |
Job | 0.102 | 0.274 | 0.082 | 0.098 | 0.078 | 0.070 | 0.12 | 0.195 |
Covariance Parameters | ||||||||
var[Intercept] | 0.099 | 0.023 | 0.009 | <.001*** | N/A | N/A | ||
var[Arrested] | 0.116 | 0.025 | 0.118 | <.001*** | N/A | N/A | ||
cov[int & Slope] | 0.028 | 0.027 | 0.03 | <.001*** | N/A | N/A |