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. 2020 Jul 7;194:109377. doi: 10.1016/j.econlet.2020.109377

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.