Table 3.
Descriptive statistics for all data series΄returns, 19/4/2014 to 31/3/2021
RBITCOIN | RETHEREUM | RXRP | RTETHER | RDJIA | RSP500 | REUROSTOXX 50 | RFTSE 100 | RMSCI | REURUSD | |
---|---|---|---|---|---|---|---|---|---|---|
Mean | 0.1891 | 0.3860 | 0.1692 | − 0.0870 | 0.0274 | 0.0299 | 0.0079 | 0.0011 | 0.0208 | − 0.0059 |
Max | 22.5119 | 41.1980 | 102.7053 | 50.0498 | 10.7643 | 8.9683 | 8.8343 | 8.6668 | 8.4063 | 3.0158 |
Min | − 46.4729 | − 55.0743 | − 61.6344 | − 68.7140 | − 13.8418 | − 12.7653 | − 13.2405 | − 11.5124 | − 10.4417 | − 2.3821 |
Std. Dev | 3.8599 | 6.1508 | 6.6840 | 1.8937 | 0.9767 | 0.9429 | 1.0554 | 0.8849 | 0.7967 | 0.4201 |
Skewness | − 0.8431 | 0.0712 | 1.9544 | − 13.4245 | − 1.2943 | − 1.2153 | − 12.3040 | − 1.0978 | − 1.7549 | 0.0513 |
Kurtosis | 15.6497 | 11.0617 | 40.0758 | 19.4900 | 41.2713 | 35.3007 | 22.0587 | 24.2977 | 38.6963 | 7.8651 |
Jarque–Bera | 1712.20 | 555.80 | 1461.70 | 934.00 | 1547.00 | 1103.50 | 3883.21 | 4820.94 | 1351.20 | 2490.30 |
Probability | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
Obs | 2524 | 2039 | 2523 | 2177 | 2524 | 2524 | 2524 | 2524 | 2524 | 2524 |
Bitcoin’s sample starts from 19/4/2014; Ethereum’s from 8/8/2015; XRP’s from 19/04/2014; and Tether’s from 25/2/2015; J-B is the Jarque–Bera statistic for non-normality;DJIA’s, SP500’s, Eurostoxx 50’s, FTSE 100’s, MSCI’s and EURUSD’s samples start from 19/4/2014