Table 8.
The parameters, long run variance, long run volatility and relative long run (LR) risk GARCH(2,2) estimates of the 23 cryptocurrencies and S&P500 for observations before December 7, 2017.
Parameters | TRX | BTC | XRP | ETH | LTC | BCH |
---|---|---|---|---|---|---|
ω | 0.016 | 0.001 | 0.001 | 0.000 | 0.000 | 0.003 |
α1 | 0.000 | 0.289 | 0.225 | 0.000 | 0.000 | 0.087 |
α2 | 0.066 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 |
β1 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
β2 | 0.473 | 0.154 | 0.261 | 0.004 | 0.002 | 0.719 |
γ | 0.462 | 0.557 | 0.514 | 0.004 | 0.002 | 0.193 |
VLR | 0.035 | 0.003 | 0.003 | 0.000 | 0.000 | 0.013 |
σLR | 0.186 | 0.051 | 0.053 | 0.001 | 0.001 | 0.116 |
Relative LR Risk |
54.754 |
14.858 |
15.460 |
0.180 |
0.307 |
34.068 |
Parameters |
USDT |
EOS |
BNB |
XLM |
ADA |
XMR |
ω | 0.000 | 0.001 | 0.001 | 0.021 | 0.004 | 0.000 |
α1 | 0.072 | 0.000 | 0.116 | 0.023 | 1.000 | 0.044 |
α2 | 0.000 | 0.817 | 0.000 | 0.000 | 0.025 | 0.000 |
β1 | 0.000 | 0.115 | 0.244 | 0.037 | 0.000 | 0.145 |
β2 | 0.473 | 0.000 | 0.489 | 0.156 | 0.000 | 0.783 |
γ | 0.454 | 0.068 | 0.151 | 0.784 | 0.025 | 0.027 |
VLR | 0.000 | 0.013 | 0.006 | 0.026 | 0.170 | 0.010 |
σLR | 0.009 | 0.116 | 0.078 | 0.162 | 0.412 | 0.099 |
Relative LR Risk |
2.623 |
33.985 |
22.810 |
47.633 |
121.226 |
28.969 |
Parameters |
IOT |
DASH |
NEO |
LINK |
XEM |
ZEC |
ω | 0.001 | 0.005 | 0.000 | 0.000 | 0.002 | 0.000 |
α1 | 0.239 | 0.053 | 0.000 | 0.000 | 0.493 | 0.000 |
α2 | 0.278 | 0.000 | 1.000 | 1.000 | 0.000 | 0.393 |
β1 | 0.000 | 0.000 | 0.000 | 0.000 | 0.077 | 0.133 |
β2 | 0.508 | 0.000 | 0.004 | 0.003 | 0.000 | 0.380 |
γ | 0.025 | 0.947 | 0.004 | 0.003 | 0.430 | 0.094 |
VLR | 0.026 | 0.005 | 0.000 | 0.000 | 0.004 | 0.003 |
σLR | 0.161 | 0.069 | 0.001 | 0.002 | 0.060 | 0.054 |
Relative LR Risk |
47.266 |
20.352 |
0.352 |
0.583 |
17.557 |
15.845 |
Parameters |
WAVES |
ZRX |
DOGE |
QTUM |
BAT |
S&P500 |
ω | 0.001 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 |
α1 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 |
α2 | 0.578 | 1.000 | 1.000 | 0.000 | 1.000 | 0.000 |
β1 | 0.232 | 0.000 | 0.000 | 0.021 | 0.000 | 0.151 |
β2 | 0.000 | 0.003 | 0.005 | 0.666 | 0.004 | 0.258 |
γ | 0.153 | 0.003 | 0.005 | 0.313 | 0.004 | 0.580 |
VLR | 0.007 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 |
σLR | 0.083 | 0.001 | 0.001 | 0.139 | 0.001 | 0.003 |
Relative LR Risk | 24.398 | 0.380 | 0.287 | 41.010 | 0.361 | 1.000 |
Source: Data