Pooled OLS regression results
| Panel A: All variables in the study | |||||
|---|---|---|---|---|---|
| Variable | Coefficient | Std. error | t-statistic | Prob | Significance |
| RSP500 | 0.0139 | 0.1254 | 0.11 | 0.9115 | |
| REM | 0.5839 | 0.1197 | 4.88 | 0.0000 | *** |
| RWorld | −0.2904 | 0.1200 | −2.42 | 0.0155 | ** |
| RGold | 0.3848 | 0.1038 | 3.71 | 0.0002 | |
| ΔYield3m | 0.0880 | 0.0342 | 2.58 | 0.0100 | ** |
| ΔYield10Y | 0.0574 | 0.0606 | 0.95 | 0.3437 | |
| ΔYield30Y | −0.0175 | 0.0583 | −0.30 | 0.7644 | |
| ΔVIX | −0.0020 | 0.0007 | −2.87 | 0.0041 | *** |
| ΔVolume | 0.0046 | 0.0006 | 7.47 | 0.0000 | *** |
| ΔVolatility5d | 0.2242 | 0.0170 | 13.18 | 0.0000 | *** |
| Constant | 0.0023 | 0.0008 | 2.78 | 0.0055 | *** |
| Observations | 7,192 | ||||
| R2 | 0.0437 | Adjusted R2 | 0.0423 | ||
| Panel A: All variables in the study | |||||
|---|---|---|---|---|---|
| Variable | Coefficient | Std. error | Prob | Significance | |
| RSP500 | 0.0139 | 0.1254 | 0.11 | 0.9115 | |
| REM | 0.5839 | 0.1197 | 4.88 | 0.0000 | *** |
| RWorld | −0.2904 | 0.1200 | −2.42 | 0.0155 | ** |
| RGold | 0.3848 | 0.1038 | 3.71 | 0.0002 | |
| ΔYield3m | 0.0880 | 0.0342 | 2.58 | 0.0100 | ** |
| ΔYield10Y | 0.0574 | 0.0606 | 0.95 | 0.3437 | |
| ΔYield30Y | −0.0175 | 0.0583 | −0.30 | 0.7644 | |
| ΔVIX | −0.0020 | 0.0007 | −2.87 | 0.0041 | *** |
| ΔVolume | 0.0046 | 0.0006 | 7.47 | 0.0000 | *** |
| ΔVolatility5d | 0.2242 | 0.0170 | 13.18 | 0.0000 | *** |
| Constant | 0.0023 | 0.0008 | 2.78 | 0.0055 | *** |
| 7,192 | |||||
| 0.0437 | 0.0423 | ||||
| Panel B: Significant variables only | |||||
|---|---|---|---|---|---|
| Variable | Coefficient | Std. error | t-statistic | Prob | Significance |
| REM | 0.5849 | 0.1196 | 4.89 | 0.0000 | *** |
| RWorld | −0.2878 | 0.1197 | −2.40 | 0.0162 | ** |
| RGold | 0.3856 | 0.1022 | 3.77 | 0.0002 | *** |
| ΔYield3m | 0.0887 | 0.0341 | 2.60 | 0.0092 | *** |
| 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 | 0.2242 | 0.0170 | 13.20 | 0.0000 | *** |
| Constant | 0.0024 | 0.0008 | 2.79 | 0.0053 | *** |
| Observations | 7,192 | ||||
| R2 | 0.0437 | Adjusted R2 | 0.0426 | ||
| Panel B: Significant variables only | |||||
|---|---|---|---|---|---|
| Variable | Coefficient | Std. error | Prob | Significance | |
| REM | 0.5849 | 0.1196 | 4.89 | 0.0000 | *** |
| RWorld | −0.2878 | 0.1197 | −2.40 | 0.0162 | ** |
| RGold | 0.3856 | 0.1022 | 3.77 | 0.0002 | *** |
| ΔYield3m | 0.0887 | 0.0341 | 2.60 | 0.0092 | *** |
| 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 | 0.2242 | 0.0170 | 13.20 | 0.0000 | *** |
| Constant | 0.0024 | 0.0008 | 2.79 | 0.0053 | *** |
| 7,192 | |||||
| 0.0437 | 0.0426 | ||||
Note(s): Dependent variable: RET, the daily return of cryptocurrency. Panel (A) contains all variables in this study
C is a constant in the regression equation
Panel (B) contains only statistically significant terms (chosen by the stepwise least squares regression method)
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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