Reference : Análisis empírico del comercio internacional a partir de la segunda mitad del siglo XX.
Dissertations and theses : Bachelor/master dissertation
Engineering, computing & technology : Computer science
Computational Sciences
Análisis empírico del comercio internacional a partir de la segunda mitad del siglo XX.
[en] Empirical analysis of international trade from the second half of the twentieth century.
Kozlowski, Diego mailto [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Engineering Research Unit >]
University of Buenos Aires, ​Buenos Aires, ​​Argentina
Master in Data Mining and Knowledge Discovery
Semeshenko, Viktoriya
Aromí, Daniel
Ruz, Cecilia
Rosati, German
[en] World Trade ; graphs ; Data Science
[en] The study of international trade is one of the classical research areas of the economic thought. Its empirical characterization, at the same time that it goes back in time, is today an application space for new techniques, based on the intensive use of data. The increase in the availability of information curated for all countries allows exploring new analysis techniques. In turn, the multiple dimensions of the problem prevent a single analysis technique from capturing the entire phenomenon. The present work proposes to carry out various methodological proposals for the study of international trade, in such a way that together they allow obtaining a novel vision of the data. To do this, techniques widely used in other fields are tested on this particular subject, such as graph analysis and bayesian generative models. Aggregate trade between countries as well as the composition of the export baskets are considered.

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