Results of different tests for best fit pooled regression models
| Tests description | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
|---|---|---|---|---|---|---|
| Heteroskedasticity | ||||||
| Breusch–Pagan–Godfrey (BPG) test | obs*R2 | 1.892 | 0.911 | 3.460 | 1.704 | 0.387 |
| p-value | 0.169 | 0.340 | 0.063 | 0.192 | 0.534 | |
| Fixed/random effect test | ||||||
| Hausman’s test | Chi-square statistic | 50.891 | 171.900 | 55.712 | 182.951 | 40.934 |
| p-value | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | |
| Tests description | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
|---|---|---|---|---|---|---|
| Heteroskedasticity | ||||||
| Breusch–Pagan–Godfrey (BPG) test | obs* | 1.892 | 0.911 | 3.460 | 1.704 | 0.387 |
| 0.169 | 0.340 | 0.063 | 0.192 | 0.534 | ||
| Fixed/random effect test | ||||||
| Hausman’s test | Chi-square statistic | 50.891 | 171.900 | 55.712 | 182.951 | 40.934 |
| 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
Note(s): ** Significant level at 0.05
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