From: Fundamental and speculative components of the cryptocurrency pricing dynamics
 | BTC | LTC | ETH | XRP | DOGE | |||||
---|---|---|---|---|---|---|---|---|---|---|
\(\widehat{\omega }_0\) | − 0.189 | ** | 0.399 | *** | − 0.156 | ** | 0.378 | *** | − 0.891 | *** |
\(\widehat{\omega }_1\) | 0.512 | *** | 0.388 | *** | 0.553 | *** | 0.381 | *** | 0.403 | *** |
\(\widehat{\alpha }_0\) | − 0.332 | . | 2.259 | *** | − 0.269 | * | 1.998 | *** | − 4.999 | ** |
\(\widehat{\alpha }_{1,Addresses}\) | 0.078 | . | Â | Â | Â | Â | Â | Â | Â | Â |
\(\widehat{\alpha }_{2,Fees}\) | 0.198 | *** | 0.140 | ** | 0.052 | . | Â | Â | 0.235 | *** |
\(\widehat{\alpha }_{3,Hashrate}\) |  |  |  |  |  |  | – |  |  |  |
\(\widehat{\alpha }_{4,Inflation}\) |  |  |  |  |  |  | – |  |  |  |
\(\widehat{\alpha }_{5,Velocity}\) | 0.095 | * | Â | Â | Â | Â | Â | Â | Â | Â |
\(\widehat{\alpha }_{6,SP500}\) | 0.147 | *** | 0.197 | *** | 0.190 | *** | 0.285 | *** | Â | Â |
\(\widehat{\alpha }_{7,USDEUR}\) | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
\(\widehat{\beta }_0\) | − 2.173 | *** | − 4.999 | *** | − 1.699 | *** | − 4.999 | *** | − 4.380 | *** |
\(\widehat{\beta }_{8,VIX}\) | 0.164 | * | − 0.240 | ** |  |  |  |  | 0.341 | *** |
\(\widehat{\beta }_{9,Volume}\) | 0.162 | ** | 0.652 | *** |  |  | 0.152 | . | − 0.226 | *** |
\(\widehat{\beta }_{10,ExchangeRatio}\) |  |  |  |  | − 0.276 | *** |  |  |  |  |
\(\widehat{\beta }_{11,GoogleMarket}\) | 0.153 | * | − 0.322 | ** |  |  | − 0.270 | * | 0.166 | *** |
\(\widehat{\beta }_{12,GoogleCurrency}\) | Â | Â | 0.144 | * | 0.278 | *** | 0.568 | *** | Â | Â |
\(\widehat{\beta }_{13,Wiki}\) | 0.142 | * | Â | Â | Â | Â | Â | Â | Â | Â |
cusp model | ||||||||||
LL | − 3105.510 | − 3104.456 | − 3106.319 | − 3105.382 | − 3103.173 | |||||
AIC | 6235.020 | 6228.912 | 6228.638 | 6226.764 | 6222.346 | |||||
BIC | 6303.488 | 6285.970 | 6274.284 | 6272.410 | 6267.988 | |||||
Linear model | ||||||||||
LL | − 3393.817 | − 3262.685 | − 3379.525 | − 3334.278 | − 2992.940 | |||||
AIC | 6807.635 | 6541.369 | 6771.050 | 6680.556 | 5997.879 | |||||
BIC | 6864.692 | 6587.015 | 6805.285 | 6714.791 | 6032.111 | |||||
\(\chi _2^2\) | ≤ 0.001 | ≤ 0.001 | ≤ 0.001 | ≤ 0.001 | ≤ 0.001 | |||||
Logistic model | ||||||||||
LL | − 3369.692 | − 3179.475 | − 3369.088 | − 3320.334 | − 2857.437 | |||||
AIC | 6761.384 | 6376.950 | 6752.177 | 6654.669 | 5728.873 | |||||
BIC | 6824.147 | 6428.302 | 6792.117 | 6694.609 | 5768.810 |