Pregled bibliografske jedinice broj: 1147169
What can Google Tell us about Bitcoin Trading Volume in Croatia? Evidence from the Online Marketplace Localbitcoins
What can Google Tell us about Bitcoin Trading Volume in Croatia? Evidence from the Online Marketplace Localbitcoins // Interdisciplinary description of complex systems, 17 (2019), 4; 707-715 doi:10.7906/indecs.17.4.2 (međunarodna recenzija, članak, znanstveni)
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Naslov
What can Google Tell us about Bitcoin Trading
Volume in Croatia? Evidence from the Online
Marketplace Localbitcoins
Autori
Livaic, Tea ; Perisic, Ana
Izvornik
Interdisciplinary description of complex systems (1334-4684) 17
(2019), 4;
707-715
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
Bitcoin ; Google Trends ; Granger causality ; Toda and Yamamoto approach
Sažetak
Timely economic statistics is crucial for effective decision making. However, most of them are released with a lag. Thus, "nowcasting" has become widely popular in economics, and web search volume histories are already used to make predictions in various fields including IT, communications, medicine, health, business and economics. This article seeks to explore the potential of incorporating internet search data, in particular Google Trends data, in autoregressive models used to predict the volume of Bitcoin trading. Toda and Yamamoto procedure was applied in order to examine causality between Google search data and Bitcoin trading volume on the online marketplace LocalBitcoins, for the area of the Republic of Croatia. The results showed that internet search data can be useful for forecasting Bitcoin trading volume, since Google searches for the term “bitcoin” Granger causes Bitcoin trading volume in the online marketplace LocalBitcoins.
Izvorni jezik
Engleski
Citiraj ovu publikaciju:
Časopis indeksira:
- Web of Science Core Collection (WoSCC)
- Emerging Sources Citation Index (ESCI)
- EconLit
