Table 4 Mean, variance, skewness, kurtosis and the p-value of SW normality test for the Pearson residual, deviance residual, MQR and RQR in the illustrative example
From: A comparison of residual diagnosis tools for diagnosing regression models for count data
| Â | Model | Pearson | Deviance | MQR | RQR |
|---|---|---|---|---|---|
Mean | True | 0.003 | -0.213 | 0.072 | 0.003 |
| Â | Wrong | -0.002 | -0.336 | -0.014 | -0.067 |
Variance | True | 1.012 | 0.809 | 0.597 | 1.000 |
| Â | Wrong | 1.993 | 1.592 | 1.154 | 1.000 |
Skewness | True | 1.828 | 0.646 | 0.756 | -0.015 |
| Â | Wrong | 1.990 | 1.171 | 1.400 | 0.744 |
Kurtosis | True | 4.609 | 0.572 | 1.060 | 0.205 |
| Â | Wrong | 4.162 | 0.630 | 1.464 | 0.499 |
SW test | True | 0.000 | 0.000 | 0.000 | 0.684 |
| Â | Wrong | 0.000 | 0.000 | 0.000 | 0.000 |