Modeling News Data Flows using Multivariate Hawkes Processes

This thesis presents a multivariate Hawkes process approach to model flows of news data. The data is divided into classes based on the news' content and sentiment levels, such that each class contains a homogeneous type of observations. The arrival times of news in each class are related to a u...

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Bibliographic Details
Main Author: Alpsten, Erik
Format: Others
Language:English
Published: KTH, Matematisk statistik 2018
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-229061