Optimal portfolios with different cryptocurrencies
| Panel A. Optimal portfolio no cryptocurrency | ||||
| Return (bp) | Std (bp) | CV | ||
| 3.76 | 27.60 | 7.335607 | ||
| Optimal Portfolio Weights (%) | ||||
| DJIA | VIX | Real Estate | Bonds | |
| 48.6562 | 4.3891 | 0.9063 | 46.0485 | |
| Panel B. Optimal portfolio with BTC | ||||
| Return (bp) | Std (bp) | CV | ||
| 4.57 | 30.18 | 6.597790 | ||
| Optimal portfolio weights (%) | ||||
| BTC | DJIA | VIX | Real Estate | Bonds |
| 3.0229 | 47.0488 | 4.3298 | 0.7612 | 44.8373 |
| Panel C. Optimal portfolio with XRP | ||||
| Return (bp) | Std (bp) | CV | ||
| 4.72 | 31.52 | 6.684067 | ||
| Optimal Portfolio Weights (%) | ||||
| XRP | DJIA | VIX | Real Estate | Bonds |
| 1.4734 | 49.1966 | 4.5025 | 1.1189 | 43.7086 |
| Panel D. Optimal portfolio with LTC | ||||
| Return (bp) | Std (bp) | CV | ||
| 4.21 | 29.16 | 6.926162 | ||
| Optimal Portfolio Weights (%) | ||||
| LTC | DJIA | VIX | Real Estate | Bonds |
| 1.3301 | 47.8990 | 4.3586 | 0.8693 | 45.5430 |
| Return (bp) | Std (bp) | CV | ||
| 3.76 | 27.60 | 7.335607 | ||
| Optimal Portfolio Weights (%) | ||||
| DJIA | VIX | Real Estate | Bonds | |
| 48.6562 | 4.3891 | 0.9063 | 46.0485 | |
| Return (bp) | Std (bp) | CV | ||
| 4.57 | 30.18 | 6.597790 | ||
| Optimal portfolio weights (%) | ||||
| BTC | DJIA | VIX | Real Estate | Bonds |
| 3.0229 | 47.0488 | 4.3298 | 0.7612 | 44.8373 |
| Return (bp) | Std (bp) | CV | ||
| 4.72 | 31.52 | 6.684067 | ||
| Optimal Portfolio Weights (%) | ||||
| XRP | DJIA | VIX | Real Estate | Bonds |
| 1.4734 | 49.1966 | 4.5025 | 1.1189 | 43.7086 |
| Return (bp) | Std (bp) | CV | ||
| 4.21 | 29.16 | 6.926162 | ||
| Optimal Portfolio Weights (%) | ||||
| LTC | DJIA | VIX | Real Estate | Bonds |
| 1.3301 | 47.8990 | 4.3586 | 0.8693 | 45.5430 |
Notes: Optimal portfolio characteristics with different cryptocurrencies are provided in the table. Panel A does not have any cryptocurrencies. Panel B is the portfolio with Bitcoin as the fifth asset class. Panel C is the portfolio with Ripple. Panel D is the portfolio with Litecoin. The return and standard deviation of the optimal portfolio are listed as basis points along with the coefficient of variation. Optimal portfolio weights are given as percentages. The sample period is from August 4, 2013 through January 17, 2019