Injury severity results for Bayesian pooled ordered probit and Bayesian random parameter ordered probit models
| Pooled ordered probit | Random parameter ordered probit | |||||
|---|---|---|---|---|---|---|
| Variable | Mean | SD | Cred. interval | Mean | SD | Cred. interval |
| Day | 0.437 | 0.257 | (−0.086,0.924) | 0.635* | 0.294 | (0.073,1.243) |
| Location | 1.930* | 0.231 | (1.501,2.432) | 1.346* | 0.292 | (0.772, 1.887) |
| Crash type | −0.437* | 0.138 | (−0.734,-0.176) | −0.461* | 0.139 | (−0.735, −0.201) |
| Sigma2 | 0.527* | 0.058 | (0.044,2.279) | |||
| Goodness-of-fit | ||||||
| No. of observations | 210 | 210 | ||||
| DIC | 272.209 | 260.424 | ||||
| Pooled ordered probit | Random parameter ordered probit | |||||
|---|---|---|---|---|---|---|
| Variable | Mean | SD | Cred. interval | Mean | SD | Cred. interval |
| 0.437 | 0.257 | (−0.086,0.924) | 0.635 | 0.294 | (0.073,1.243) | |
| 1.930 | 0.231 | (1.501,2.432) | 1.346 | 0.292 | (0.772, 1.887) | |
| −0.437 | 0.138 | (−0.734,-0.176) | −0.461 | 0.139 | (−0.735, −0.201) | |
| 0.527 | 0.058 | (0.044,2.279) | ||||
| 210 | 210 | |||||
| 272.209 | 260.424 | |||||
Notes:
SD = Standard deviation;
*denotes significance at 95% confidence interval
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