FEM results
| Panel (A), fixed-effect model (FEM), all factors | |||||
|---|---|---|---|---|---|
| Variable | Coefficient | Std. error | t-statistic | Prob | Significance |
| RSP500 | 0.0135 | 0.1254 | 0.11 | 0.9143 | |
| REM | 0.5838 | 0.1197 | 4.88 | 0.0000 | *** |
| RWorld | −0.2906 | 0.1200 | −2.42 | 0.0155 | ** |
| RGold | 0.3832 | 0.1038 | 3.69 | 0.0002 | *** |
| ΔYield3m | 0.0886 | 0.0342 | 2.59 | 0.0095 | *** |
| ΔYield10Y | 0.0579 | 0.0606 | 0.96 | 0.3390 | |
| ΔYield30Y | −0.0180 | 0.0583 | −0.31 | 0.7572 | |
| ΔVIX | −0.0020 | 0.0007 | −2.88 | 0.0040 | *** |
| ΔVolume | 0.0046 | 0.0006 | 7.47 | 0.0000 | *** |
| ΔVolatility5d | 0.2243 | 0.0170 | 13.19 | 0.0000 | *** |
| Constant | 0.0023 | 0.0008 | 2.78 | 0.0055 | *** |
| Observations | 7,192 observations in a panel of 1,651 × 6 | ||||
| R2 | 0.0441 | Adjusted R2 | 0.0421 | ||
| Panel (A), fixed-effect model (FEM), all factors | |||||
|---|---|---|---|---|---|
| Variable | Coefficient | Std. error | Prob | Significance | |
| RSP500 | 0.0135 | 0.1254 | 0.11 | 0.9143 | |
| REM | 0.5838 | 0.1197 | 4.88 | 0.0000 | *** |
| RWorld | −0.2906 | 0.1200 | −2.42 | 0.0155 | ** |
| RGold | 0.3832 | 0.1038 | 3.69 | 0.0002 | *** |
| ΔYield3m | 0.0886 | 0.0342 | 2.59 | 0.0095 | *** |
| ΔYield10Y | 0.0579 | 0.0606 | 0.96 | 0.3390 | |
| ΔYield30Y | −0.0180 | 0.0583 | −0.31 | 0.7572 | |
| ΔVIX | −0.0020 | 0.0007 | −2.88 | 0.0040 | *** |
| ΔVolume | 0.0046 | 0.0006 | 7.47 | 0.0000 | *** |
| ΔVolatility5d | 0.2243 | 0.0170 | 13.19 | 0.0000 | *** |
| Constant | 0.0023 | 0.0008 | 2.78 | 0.0055 | *** |
| 7,192 observations in a panel of 1,651 × 6 | |||||
| 0.0441 | 0.0421 | ||||
| Panel (B), fixed-effect model (FEM), significant factors only | |||||
|---|---|---|---|---|---|
| Variable | Coefficient | Std. error | t-statistic | Prob | Significance |
| REM | 0.5848 | 0.1197 | 4.89 | 0.0000 | *** |
| RWorld | −0.2879 | 0.1197 | −2.41 | 0.0162 | ** |
| RGold | 0.3839 | 0.1022 | 3.76 | 0.0002 | *** |
| ΔYield3m | 0.0894 | 0.0341 | 2.62 | 0.0087 | *** |
| ΔYield10Y | 0.0409 | 0.0205 | 1.99 | 0.0461 | ** |
| ΔVIX | −0.0021 | 0.0004 | −4.64 | 0.0000 | *** |
| ΔVolume | 0.0046 | 0.0006 | 7.47 | 0.0000 | *** |
| ΔVolatility5d | 0.2243 | 0.0170 | 13.21 | 0.0000 | *** |
| Constant | 0.0024 | 0.0008 | 2.79 | 0.0052 | *** |
| Observations | 7,192 observations in a panel of 1,651 × 6 | ||||
| R2 | 0.0441 | Adjusted R2 | 0.0424 | ||
| Panel (B), fixed-effect model (FEM), significant factors only | |||||
|---|---|---|---|---|---|
| Variable | Coefficient | Std. error | Prob | Significance | |
| REM | 0.5848 | 0.1197 | 4.89 | 0.0000 | *** |
| RWorld | −0.2879 | 0.1197 | −2.41 | 0.0162 | ** |
| RGold | 0.3839 | 0.1022 | 3.76 | 0.0002 | *** |
| ΔYield3m | 0.0894 | 0.0341 | 2.62 | 0.0087 | *** |
| ΔYield10Y | 0.0409 | 0.0205 | 1.99 | 0.0461 | ** |
| ΔVIX | −0.0021 | 0.0004 | −4.64 | 0.0000 | *** |
| ΔVolume | 0.0046 | 0.0006 | 7.47 | 0.0000 | *** |
| ΔVolatility5d | 0.2243 | 0.0170 | 13.21 | 0.0000 | *** |
| Constant | 0.0024 | 0.0008 | 2.79 | 0.0052 | *** |
| 7,192 observations in a panel of 1,651 × 6 | |||||
| 0.0441 | 0.0424 | ||||
Note(s): Dependent variable: RET, the daily return of cryptocurrency
Panel (A) contains all variables in this study
Panel (B) contains only statistically significant terms
Significance at the 10, 5 and 1% levels are indicated by *, ** and ***, respectively. The date range is from 12/31/2013 to 08/01/2020
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