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Activity Number: 180
Type: Contributed
Date/Time: Monday, August 4, 2014 : 10:30 AM to 12:20 PM
Sponsor: Section on Statistics in Marketing
Abstract #312675
Title: On the Modeling of Exchange Rates with Twitter Network Covariates
Author(s): Mario A. Morales*+ and Ivan Zalamea
Companies: tatt.io and PlaceIQ
Keywords: Twitter ; Marketing Mix Modeling
Abstract:

With the arise of real time search based in social topics (twitter), we studied the possible influence of topics discussions in exchange rates for the period of July to October 2013. Results based in this kind of modeling can be applied in marketing mix modeling. We will exhibit a basic Exploratory Data Analysis of the data but also a few models fitting different hypothesis tested in the data.


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