Research Article
Generalized Autoregressive Conditional Heteroskedastic Model to Examine Silver Price Volatility and Its Macroeconomic Determinant in Ethiopia Market
Table 3
Parameter estimates of competing ARMA models with information criteria using MLE.
| Model | Parameter | Coefficients | Std. error | t-Statistic | value | Information criteria | AIC | SBIC |
| ARMA (1, 1) | | 0.011834 | 0.008006 | 1.478138 | 0.1410 | −1.51618 | −1.46051 | | −0.893660 | 0.170867 | −5.230149 | 0.0000 | | | | 0.863399 | 0.194319 | 4.443214 | 0.0000 | | |
| ARMA (0, 3) | | 0.011818 | 0.009060 | 1.304482 | 0.1937 | −1.52967 | −1.46108 | | −0.010978 | 0.072843 | −0.150702 | 0.8804 | | | | 0.187898 | 0.071573 | 2.625254 | 0.0094 | | | | −0.049687 | 0.072936 | −0.681248 | 0.4966 | | |
| ARMA (1, 3) | | 0.007302 | 0.003281 | 2.225434 | 0.0273 | −1.54625 | −1.46111 | | 0.949876 | 0.029223 | 32.50395 | 0.0000 | | | | −0.969116 | 0.076887 | −12.60441 | 0.0000 | | | | 0.158534 | 0.099622 | 1.591355 | 0.1132 | | | | −0.186329 | 0.072526 | −2.569123 | 0.0110 | | |
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