Liability 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 |
| Location | 0.550* | 0.180 | (0.204,0.908) | 0.509* | 0.213 | (0.069, 0.932) |
| Crash reason | 1.569* | 0.159 | (1.272, 1.886) | 1.591* | 0.174 | (1.256, 1.933) |
| Sigma2 | 0.088* | 0.123 | (0.004, 0.448) | |||
| Goodness-of-fit | ||||||
| No. of observations | 210 | 210 | ||||
| DIC | 273.762 | 272.454 | ||||
| Pooled ordered probit | Random parameter ordered probit | |||||
|---|---|---|---|---|---|---|
| Variable | Mean | SD | Cred. interval | Mean | SD | Cred. interval |
| Location | 0.550 | 0.180 | (0.204,0.908) | 0.509 | 0.213 | (0.069, 0.932) |
| Crash reason | 1.569 | 0.159 | (1.272, 1.886) | 1.591 | 0.174 | (1.256, 1.933) |
| Sigma2 | 0.088 | 0.123 | (0.004, 0.448) | |||
| No. of observations | 210 | 210 | ||||
| DIC | 273.762 | 272.454 | ||||
Notes:
SD = Standard deviation;
*denotes significance at 95% confidence interval
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