Table 3.
GARCH-calculated subjectivity influence based on COVID-19 pandemic.
Cryptocurrency | HI Subjectivity |
LM Subjectivity |
||||||
---|---|---|---|---|---|---|---|---|
Volume | Subjectivity | ARCH | GARCH | Volume | Subjectivity | ARCH | GARCH | |
Bitcoin | 0.0001⁎ | 0.0870⁎⁎⁎ | 0.2878⁎⁎⁎ | 0.6562⁎⁎⁎ | 0.0000 | 0.2987⁎⁎⁎ | 0.3066⁎⁎⁎ | 0.6416⁎⁎⁎ |
(0.0001) | (0.0241) | (0.0601) | (0.0573) | (0.0001) | (0.0700) | (0.0619) | (0.0573) | |
Altcoin | ||||||||
Ethereum | 0.0000 | 0.3214⁎⁎⁎ | 0.1489⁎⁎⁎ | 0.7266⁎⁎⁎ | 0.0000 | 0.3214⁎⁎⁎ | 0.1489⁎⁎⁎ | 0.7266⁎⁎⁎ |
(0.0001) | (0.1021) | (0.0459) | (0.0818) | (0.0001) | (0.1021) | (0.0459) | (0.0818) | |
XRP | 0.0002⁎⁎ | 0.1718⁎⁎⁎ | 0.5783⁎⁎⁎ | 0.3111⁎⁎⁎ | −0.0001 | 0.0733 | 0.1642⁎⁎⁎ | 0.4151⁎⁎ |
(0.0001) | (0.0180) | (0.0868) | (0.0736) | (0.0001) | (0.0939) | (0.0450) | (0.1039) | |
Bitcoin Cash | 0.0001 | 0.0691⁎⁎⁎ | 0.0935⁎⁎⁎ | 0.3471⁎⁎⁎ | 0.0001 | 0.0753⁎⁎⁎ | 0.1117⁎⁎⁎ | 0.5113⁎⁎ |
(0.0002) | (0.0052) | (0.02011) | (0.0938) | (0.0002) | (0.0139) | (0.0432) | (0.1639) | |
Bitcoin SV | 0.0001⁎⁎ | 0.4171⁎⁎⁎ | 0.4156⁎⁎⁎ | 0.5927⁎⁎⁎ | 0.0000 | 0.6576⁎⁎⁎ | 0.5798⁎⁎⁎ | 0.6638⁎⁎⁎ |
(0.0001) | (0.0590) | (0.0782) | (0.0578) | (0.0001) | (0.0975) | (0.0698) | (0.0231) | |
Litecoin | 0.0001⁎ | 0.0008 | 0.0538⁎ | 0.6515⁎⁎⁎ | 0.0001⁎ | 0.0277 | 0.0528⁎ | 0.6493⁎⁎⁎ |
(0.0001) | (0.0400) | (0.0278) | (0.1391) | (0.0001) | (0.1198) | (0.0271) | (0.1391) | |
EOS | 0.0000 | 0.0118 | 0.0541⁎⁎⁎ | 0.9426⁎⁎⁎ | 0.0000 | 0.0093 | 0.0533⁎⁎⁎ | 0.9445⁎⁎⁎ |
(0.0001) | (0.0364) | (0.0102) | (0.0178) | (0.0001) | (0.1096) | (0.0102) | (0.0177) | |
Tezos | 0.0001 | 0.1283⁎⁎ | 0.1326⁎⁎⁎ | 0.8350⁎⁎⁎ | 0.0001 | 0.4328⁎⁎⁎ | 0.1349⁎⁎⁎ | 0.8316⁎⁎⁎ |
(0.0002) | (0.0419) | (0.0221) | (0.0283) | (0.0002) | (0.1319) | (0.0226) | (0.0289) | |
Stellar | −0.0002⁎⁎ | 0.1053⁎⁎⁎ | 0.3280⁎⁎⁎ | 0.5568⁎⁎⁎ | 0.0002⁎⁎⁎ | 0.2954⁎⁎⁎ | 0.3272⁎⁎⁎ | 0.5565⁎⁎⁎ |
(0.0001) | (0.0294) | (0.0418) | (0.0431) | (0.0001) | (0.0961) | (0.0418) | (0.0447) | |
Cardano | 0.0000 | 0.0984⁎⁎⁎ | 0.3893⁎⁎⁎ | 0.3533⁎⁎⁎ | 0.0000 | 0.2885⁎⁎⁎ | 0.3874⁎⁎⁎ | 0.3502⁎⁎⁎ |
(0.0002) | (0.0305) | (0.0699) | (0.0843) | (0.0002) | (0.0922) | (0.0703) | (0.0837) | |
Ethereum Classic | 0.0001 | 0.0674⁎⁎ | 0.1756⁎⁎⁎ | 0.5808⁎⁎⁎ | 0.0001 | 0.2575⁎ | 0.1675⁎⁎⁎ | 0.5919⁎⁎⁎ |
(0.0002) | (0.0389) | (0.0689) | (0.1200) | (0.0002) | (0.1120) | (0.0655) | (0.1172) | |
Iota | −0.0001⁎ | 0.1621⁎⁎⁎ | 0.1430⁎⁎⁎ | 0.8271⁎⁎⁎ | −0.0001⁎ | 0.4512⁎⁎⁎ | 0.1405⁎⁎⁎ | 0.8308⁎⁎⁎ |
(0.0001) | (0.0361) | (0.0320) | (0.0411) | (0.0001) | (0.1122) | (0.0318) | (0.0410) | |
NEM | −0.0002⁎ | 0.0447⁎ | 0.3202⁎⁎⁎ | 0.4084⁎⁎⁎ | −0.0002⁎⁎⁎ | 0.0917 | 0.3214⁎⁎⁎ | 0.4073⁎⁎⁎ |
(0.0001) | (0.0273) | (0.0625) | (0.0840) | (0.0001) | (0.0795) | (0.0635) | (0.0838) | |
Exchange Token | ||||||||
Chainlink | 0.0002⁎ | 0.0942⁎ | 0.1936⁎⁎⁎ | 0.8201⁎⁎⁎ | 0.0000 | 0.4549⁎⁎⁎ | 0.2368⁎⁎⁎ | 0.7972⁎⁎⁎ |
(0.0002) | (0.0520) | (0.0357) | (0.0315) | (0.0002) | (0.0973) | (0.0413) | (0.0341) | |
Tron | −0.0001⁎ | 0.1279⁎⁎⁎ | 0.2055⁎⁎⁎ | 0.7408⁎⁎⁎ | −0.0001⁎ | 0.3920⁎⁎⁎ | 0.2026⁎⁎⁎ | 0.7426⁎⁎⁎ |
(0.0001) | (0.0312) | (0.0420) | (0.0491) | (0.0001) | (0.0964) | (0.0415) | (0.0497) | |
Huobitoken | 0.0002⁎⁎ | 0.0760⁎⁎⁎ | 0.2815⁎⁎⁎ | 0.0716⁎⁎ | 0.0002⁎⁎ | 0.2462⁎⁎⁎ | 0.7338⁎⁎⁎ | 0.0456⁎ |
(0.0001) | (0.0114) | (0.1807) | (0.0249) | (0.0001) | (0.0323) | (0.1754) | (0.0209) | |
Neo | 0.0000 | 0.1032⁎⁎⁎ | 0.3478⁎⁎⁎ | 0.4998⁎⁎⁎ | 0.0000 | 0.2876⁎⁎⁎ | 0.3325⁎⁎⁎ | 0.5132⁎⁎⁎ |
(0.0001) | (0.0303) | (0.0685) | (0.0805) | (0.0001) | (0.0914) | (0.0665) | (0.0796) | |
Maker | 0.0001 | 0.0511 | 0.1558⁎⁎ | 0.7979⁎⁎⁎ | 0.0000 | 0.1759 | 0.1565⁎⁎⁎ | 0.7978⁎⁎⁎ |
(0.0002) | (0.0370) | (0.0427) | (0.0630) | (0.0002) | (0.1138) | (0.0427) | (0.0627) | |
Ontology | 0.0000 | 0.1018⁎⁎⁎ | 0.3618⁎⁎⁎ | 0.5671⁎⁎⁎ | 0.0000 | 0.3591⁎⁎⁎ | 0.3823⁎⁎⁎ | 0.5548⁎⁎⁎ |
(0.0002) | (0.0422) | (0.0473) | (0.0515) | (0.0002) | (0.1188) | (0.0496) | (0.0533) | |
Privacy Coin | ||||||||
Monero | 0.0001⁎ | 0.0972⁎⁎⁎ | 0.2170⁎⁎⁎ | 0.7060⁎⁎⁎ | 0.0001⁎ | 0.2699⁎⁎ | 0.2178⁎⁎⁎ | 0.7052⁎⁎⁎ |
(0.0001) | (0.0328) | (0.0527) | (0.0642) | (0.0001) | (0.1011) | (0.0531) | (0.0644) | |
Dash | 0.0000 | 0.0791⁎⁎⁎ | 0.5972⁎⁎⁎ | 0.4436⁎⁎⁎ | 0.0000 | 0.2233⁎⁎⁎ | 0.6198⁎⁎⁎ | 0.4281⁎⁎⁎ |
(0.0001) | (0.0228) | (0.0953) | (0.0576) | (0.0001) | (0.0662) | (0.0991) | (0.0587) | |
Zcash | 0.0000 | 0.0831⁎ | 0.2855⁎⁎⁎ | 0.6134⁎⁎⁎ | 0.0000 | 0.1801⁎ | 0.2764⁎⁎⁎ | 0.6262⁎⁎⁎ |
(0.0001) | (0.0352) | (0.0590) | (0.0671) | (0.0001) | (0.1029) | (0.0549) | (0.0650) |
Note: For brevity, some additional results have been omitted from the above table and are available from the authors on request.
denote significance at the 10% levels.
denote significance at the 5% levels.
denote significance at the 1% levels.