Descriptive statistics
| Markets | Mean | SD | Skewness | Kurtosis |
|---|---|---|---|---|
| Cryptos | ||||
| ADA | 0.24 | 0.34 | 2.14 | 3.11 |
| BNB | 49.84 | 71.51 | 2.48 | 4.55 |
| BTC | 18,652.04 | 15,062.59 | 1.46 | 0.77 |
| DOGE | 0.01 | 0.02 | 2.08 | 2.68 |
| ETH | 584.30 | 530.08 | 1.39 | 0.45 |
| LINK | 11.70 | 8.45 | 0.95 | −0.04 |
| LTC | 81.46 | 53.20 | 1.34 | 0.42 |
| XRP | 0.30 | 0.13 | 1.26 | 0.40 |
| Major foreign currencies | ||||
| USD/AUD | 0.71 | 0.05 | −0.46 | −0.58 |
| EUR/USD | 1.16 | 0.05 | −0.39 | −1.25 |
| GBP/USD | 1.30 | 0.06 | −0.04 | −0.69 |
| USD/NZD | 0.66 | 0.04 | −0.18 | −0.92 |
| USD/CAD | 1.33 | 0.05 | 0.37 | −0.72 |
| USD/CHF | 0.93 | 0.03 | 0.27 | −1.20 |
| USD/JPY | 106.34 | 1.97 | 0.42 | −0.37 |
| Equity indices | ||||
| ASX 200 | 6,160.43 | 551.31 | −0.37 | −0.55 |
| DAX 30 | 12,944.84 | 1,590.49 | −0.75 | 0.01 |
| FTSE 100 | 6,231.88 | 450.06 | 0.22 | 0.50 |
| NASDAQ 100 | 10,992.49 | 1,765.82 | −0.39 | −0.88 |
| NIKKEI 225 | 23,942.18 | 3,432.60 | 0.18 | −0.83 |
| S&P 500 | 3,349.52 | 402.48 | −0.41 | −0.50 |
| Commodities | ||||
| Gold | 1,796.81 | 117.73 | −0.34 | −0.48 |
| Crude oil | 42.06 | 11.59 | −0.13 | −0.11 |
| Markets | Mean | SD | Skewness | Kurtosis |
|---|---|---|---|---|
| ADA | 0.24 | 0.34 | 2.14 | 3.11 |
| BNB | 49.84 | 71.51 | 2.48 | 4.55 |
| BTC | 18,652.04 | 15,062.59 | 1.46 | 0.77 |
| DOGE | 0.01 | 0.02 | 2.08 | 2.68 |
| ETH | 584.30 | 530.08 | 1.39 | 0.45 |
| LINK | 11.70 | 8.45 | 0.95 | −0.04 |
| LTC | 81.46 | 53.20 | 1.34 | 0.42 |
| XRP | 0.30 | 0.13 | 1.26 | 0.40 |
| USD/AUD | 0.71 | 0.05 | −0.46 | −0.58 |
| EUR/USD | 1.16 | 0.05 | −0.39 | −1.25 |
| GBP/USD | 1.30 | 0.06 | −0.04 | −0.69 |
| USD/NZD | 0.66 | 0.04 | −0.18 | −0.92 |
| USD/CAD | 1.33 | 0.05 | 0.37 | −0.72 |
| USD/CHF | 0.93 | 0.03 | 0.27 | −1.20 |
| USD/JPY | 106.34 | 1.97 | 0.42 | −0.37 |
| ASX 200 | 6,160.43 | 551.31 | −0.37 | −0.55 |
| DAX 30 | 12,944.84 | 1,590.49 | −0.75 | 0.01 |
| FTSE 100 | 6,231.88 | 450.06 | 0.22 | 0.50 |
| NASDAQ 100 | 10,992.49 | 1,765.82 | −0.39 | −0.88 |
| NIKKEI 225 | 23,942.18 | 3,432.60 | 0.18 | −0.83 |
| S&P 500 | 3,349.52 | 402.48 | −0.41 | −0.50 |
| Gold | 1,796.81 | 117.73 | −0.34 | −0.48 |
| Crude oil | 42.06 | 11.59 | −0.13 | −0.11 |
Notes:
Table 2 captures all the financial instruments in the crypto, foreign exchange, equity and commodity markets used in the study. Selected cryptos are Cardano (ADA), BNB, Bitcoin (BTC), Dogecoin (DOGE), Ethereum (ETH), Chainlink (LINK), Litecoin (LTC) and Ripple (XRP). Selected US-based foreign currency pairs are the Australian dollar (USD/AUD), euro (EUR/USD), British pounds (GBP/USD), New Zealand dollar (USD/NZD), Canadian dollar (USD/CAD), Swiss francs (USD/CHF) and Japanese yen (USD/JPY). Selected global equity market indices are ASX 200 (Australia), DAX 30 (Germany), FTSE 100 (UK), Nasdaq 100 (USA), Nikkei 225 (Japan) and S&P 500 (USA). Select commodity markets are gold and West Texas Intermediate crude oil
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