Table 2.
GARCH-calculated polarity influence based on COVID-19 pandemic.
Cryptocurrency | HI Polarity |
LM Polarity |
||||||
---|---|---|---|---|---|---|---|---|
Volume | Polarity | ARCH | GARCH | Volume | Polarity | ARCH | GARCH | |
Bitcoin | 0.0001⁎ | 0.0303 | 0.1670⁎⁎⁎ | 0.7291⁎⁎⁎ | 0.0001⁎ | 0.0166⁎⁎ | 0.2393⁎⁎⁎ | 0.6891⁎⁎⁎ |
(0.0001) | (0.0402) | (0.0460) | (0.0615) | (0.0001) | (0.0069) | (0.0547) | (0.0569) | |
Altcoin | ||||||||
Ethereum | 0.0001 | 0.0656 | 0.1198⁎⁎⁎ | 0.7475⁎⁎⁎ | 0.0000 | 0.0194⁎⁎ | 0.1314⁎⁎⁎ | 0.7422⁎⁎⁎ |
(0.0001) | (0.0479) | (0.0435) | (0.0853) | (0.0001) | (0.0084) | (0.0432) | (0.0813) | |
XRP | −0.0001 | 0.0972⁎⁎⁎ | 0.1654⁎⁎⁎ | 0.4291⁎⁎⁎ | −0.0001 | 0.0112⁎ | 0.1725⁎⁎⁎ | 0.4110⁎⁎⁎ |
(0.0001) | (0.0291) | (0.0410) | (0.1034) | (0.0001) | (0.0071) | (0.0470) | (0.1030) | |
Bitcoin Cash | 0.0001 | 0.0770⁎ | 0.1070⁎⁎⁎ | 0.5231⁎⁎⁎ | 0.0001 | 0.0121 | 0.1143⁎⁎⁎ | 0.5090⁎⁎⁎ |
(0.0002) | (0.0572) | (0.0422) | (0.1687) | (0.0002) | (0.0105) | (0.0444) | (0.1639) | |
Bitcoin SV | 0.0000 | 0.2504⁎⁎⁎ | 0.5898⁎⁎⁎ | 0.6395⁎⁎⁎ | 0.0000 | 0.0554⁎⁎⁎ | 0.5723⁎⁎⁎ | 0.6633⁎⁎⁎ |
(0.0001) | (0.0195) | (0.0698) | (0.0223) | (0.0001) | (0.0069) | (0.0694) | (0.0226) | |
Litecoin | 0.0001⁎ | 0.0512⁎⁎⁎ | 0.0528⁎⁎⁎ | 0.6495⁎⁎⁎ | 0.0001⁎ | 0.0015 | 0.0543⁎⁎⁎ | 0.6520⁎⁎⁎ |
(0.0001) | (0.0194) | (0.0284) | (0.1439) | (0.0001) | (0.0103) | (0.0281) | (0.1386) | |
EOS | 0.0000 | 0.0488 | 0.0551⁎⁎⁎ | 0.9406⁎⁎⁎ | 0.0000 | 0.0042 | 0.0544⁎⁎⁎ | 0.9418⁎⁎⁎ |
(0.0001) | (0.0589) | (0.0104) | (0.0180) | (0.0001) | (0.0088) | (0.0103) | (0.0178) | |
Tezos | 0.0002⁎ | 0.0620⁎ | 0.1143⁎⁎⁎ | 0.8493⁎⁎⁎ | 0.0001 | 0.0289⁎⁎ | 0.1290⁎⁎⁎ | 0.8391⁎⁎⁎ |
(0.0002) | (0.0421) | (0.0222) | (0.0283) | (0.0002) | (0.0105) | (0.0217) | (0.0277) | |
Stellar | −0.0001 | 0.0938⁎⁎ | 0.2853⁎⁎⁎ | 0.5886⁎⁎⁎ | −0.0002⁎⁎ | 0.0270⁎⁎⁎ | 0.3246⁎⁎⁎ | 0.5614⁎⁎⁎ |
(0.0001) | (0.0427) | (0.0375) | (0.0393) | (0.0001) | (0.0079) | (0.0415) | (0.0408) | |
Cardano | 0.0001 | 0.0512⁎ | 0.2613⁎⁎⁎ | 0.4191⁎⁎⁎ | 0.0000 | 0.0271⁎⁎⁎ | 0.3778⁎⁎⁎ | 0.3618⁎⁎⁎ |
(0.0001) | (0.0336) | (0.0627) | (0.0930) | (0.0002) | (0.0078) | (0.0682) | (0.0844) | |
Ethereum Classic | 0.0000 | 0.0333 | 0.1631⁎⁎⁎ | 0.5805⁎⁎⁎ | 0.0000 | 0.0117⁎ | 0.1714⁎⁎⁎ | 0.5743⁎⁎⁎ |
(0.0001) | (0.0443) | (0.0631) | (0.1232) | (0.0002) | (0.0097) | (0.0675) | (0.1200) | |
Iota | −0.0001 | 0.0487 | 0.1715⁎⁎⁎ | 0.7640⁎⁎ | −0.0001⁎ | 0.0390⁎⁎⁎ | 0.1283⁎⁎⁎ | 0.8463⁎⁎⁎ |
(0.0001) | (0.0712) | (0.0436) | (0.0609) | (0.0001) | (0.0086) | (0.0285) | (0.0367) | |
NEM | −0.0002⁎⁎ | 0.0435⁎ | 0.3434⁎⁎⁎ | 0.4072⁎⁎⁎ | −0.0002⁎⁎ | 0.0132⁎ | 0.3261⁎⁎⁎ | 0.4047⁎⁎⁎ |
(0.0001) | (0.0355) | (0.0672) | (0.0826) | (0.0001) | (0.0075) | (0.0637) | (0.0835) | |
Exchange Token | ||||||||
Chainlink | 0.0002 | 0.0821⁎ | 0.1006⁎⁎⁎ | 0.9037⁎⁎ | 0.0002 | 0.0236⁎⁎⁎ | 0.2093⁎⁎⁎ | 0.8139⁎⁎⁎ |
(0.0002) | (0.0536) | (0.0287) | (0.0253) | (0.0002) | (0.0087) | (0.0352) | (0.0323) | |
Tron | 0.0000 | 0.0611 | 0.1714⁎⁎⁎ | 0.7460⁎⁎⁎ | −0.0001 | 0.0293⁎⁎⁎ | 0.1942⁎⁎⁎ | 0.7478⁎⁎⁎ |
(0.0001) | (0.0561) | (0.0425) | (0.0588) | (0.0001) | (0.0085) | (0.0418) | (0.0505) | |
Huobitoken | 0.0001 | 0.0187 | 0.0782⁎⁎⁎ | 0.8994⁎⁎⁎ | 0.0002⁎⁎ | 0.0200⁎⁎⁎ | 0.6078⁎⁎ | 0.0934⁎⁎⁎ |
(0.0001) | (0.0518) | (0.0156) | (0.0172) | (0.0001) | (0.0035) | (0.1812) | (0.0282) | |
Neo | 0.0001 | 0.0572 | 0.2584⁎⁎⁎ | 0.5755⁎⁎⁎ | 0.0000 | 0.0234⁎⁎⁎ | 0.3162⁎⁎⁎ | 0.5290⁎⁎⁎ |
(0.0001) | (0.0456) | (0.0585) | (0.0727) | (0.0001) | (0.0085) | (0.0636) | (0.0775) | |
Maker | 0.0001 | 0.0415 | 0.1573⁎⁎⁎ | 0.7957⁎⁎⁎ | 0.0001 | 0.0106⁎ | 0.1544⁎⁎⁎ | 0.7992⁎⁎⁎ |
(0.0002) | (0.0664) | (0.0453) | (0.0643) | (0.0002) | (0.0096) | (0.0426) | (0.0627) | |
Ontology | 0.0000 | 0.0292 | 0.3099⁎⁎⁎ | 0.5784⁎⁎⁎ | 0.0000 | 0.0227⁎ | 0.3435⁎⁎⁎ | 0.5752⁎⁎⁎ |
(0.0002) | (0.0530) | (0.0434) | (0.0595) | (0.0002) | (0.0118) | (0.0457) | (0.0506) | |
Privacy Coin | ||||||||
Monero | 0.0001 | 0.0505⁎ | 0.1826⁎⁎⁎ | 0.7273⁎⁎⁎ | 0.0001⁎ | 0.0209⁎⁎⁎ | 0.2078⁎⁎⁎ | 0.7142⁎⁎⁎ |
(0.0001) | (0.0302) | (0.0508) | (0.0663) | (0.0001) | (0.0089) | (0.0520) | (0.0642) | |
Dash | 0.0000 | 0.0716⁎ | 0.4432⁎⁎⁎ | 0.5604⁎⁎ | 0.0000 | 0.0223⁎⁎⁎ | 0.6084⁎⁎⁎ | 0.4376⁎⁎⁎ |
(0.0001) | (0.0472) | (0.0710) | (0.0455) | (0.0001) | (0.0069) | (0.0972) | (0.0585) | |
Zcash | 0.0000 | 0.0676⁎ | 0.2362⁎⁎⁎ | 0.6694⁎⁎⁎ | 0.0000 | 0.0243⁎ | 0.2815⁎⁎⁎ | 0.6171⁎⁎⁎ |
(0.0001) | (0.0490) | (0.0470) | (0.0554) | (0.0001) | (0.0105) | (0.0597) | (0.0692) |
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.