Estimate parameters of GARCH models
| SP500 | SSE | Bitcoin | Ether | Tether | TrueUSD | Gold | |
|---|---|---|---|---|---|---|---|
| Mean equation | |||||||
| a0 | −0.0007** | 0.0005 | 0.0032** | 0.0047*** | 2.0410–6 *** | 3.2710–7 | 0.0007*** |
| a1 | −0.0837* | – | – | −0.9917*** | 0.7296*** | 0.6549*** | −0.9958*** |
| b1 | – | – | – | 0.9950*** | −0.9821*** | −0.9816*** | 0.9959*** |
| b2 | 0.09*** | – | – | – | – | – | – |
| b5 | – | −0.07634** | – | – | – | – | – |
| b7 | – | – | 0.07596* | – | – | – | – |
| Conditional variance equation | |||||||
| C0 | 4.7310–6 *** | 7.9810–6*** | 0.0003*** | 0.0004*** | 9.7410–9 | 1.4810–8* | 2.1810–6*** |
| α1 | 0.1561*** | 0.1055*** | 0.1797*** | 0.1214*** | 0.2249*** | 0.3151*** | 0.1204*** |
| γ1 | 0.2356*** | – | – | – | – | −0.1552*** | |
| β1 | 0.7378*** | 0.8442*** | 0.6850*** | 0.8022*** | 0.7705*** | 0.6807*** | 0.8766*** |
| SP500 | SSE | Bitcoin | Ether | Tether | TrueUSD | Gold | |
|---|---|---|---|---|---|---|---|
| a0 | −0.0007** | 0.0005 | 0.0032** | 0.0047*** | 2.0410–6 *** | 3.2710–7 | 0.0007*** |
| a1 | −0.0837* | – | – | −0.9917*** | 0.7296*** | 0.6549*** | −0.9958*** |
| b1 | – | – | – | 0.9950*** | −0.9821*** | −0.9816*** | 0.9959*** |
| b2 | 0.09*** | – | – | – | – | – | – |
| b5 | – | −0.07634** | – | – | – | – | – |
| b7 | – | – | 0.07596* | – | – | – | – |
| C0 | 4.7310–6 *** | 7.9810–6*** | 0.0003*** | 0.0004*** | 9.7410–9 | 1.4810–8* | 2.1810–6*** |
| α1 | 0.1561*** | 0.1055*** | 0.1797*** | 0.1214*** | 0.2249*** | 0.3151*** | 0.1204*** |
| γ1 | 0.2356*** | – | – | – | – | −0.1552*** | |
| β1 | 0.7378*** | 0.8442*** | 0.6850*** | 0.8022*** | 0.7705*** | 0.6807*** | 0.8766*** |
Note(s): ***, ** and * denote significance at 1, 5 and 10% level, respectively
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