Il giorno venerdì 11 maggio alle ore 14.30 presso la Aula Seminari 4026 del DISMEQ al IV piano dell'edificio U7, il dott. Marco Patacca della Università di Perugia terrà un seminario su
"Bitcoin prices and market attention"
Abstract
In this work we measure market attention by applying several filters on time series for the trading volume or the SVI Google searches index. We analyze relative impact of these measures either on the mean or on the variance of Bitcoin returns by fitting non linear econometric models to historical data from January 1, 2012 to December 31, 2017; two non-overlapping subsamples are also considered. Outcomes confirm our conjecture that market attention has an impact on Bitcoin returns. Specifically, trading volume related measures affect both the mean and the conditional variance of Bitcoin returns while internet searches volume mainly affects the conditional variance of returns. Motivated by these evidences we propose a continuous time model for Bitcoin price, we obtain an approximate formula for the likelihood and we fit the model to historical data (joint work with Gianna Figà-Talamanca).
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