Machine learning methods for discrete multi-scale fows : application to finance

This research work studies the problem of identifying and predicting the trends of a single financial target variable in a multivariate setting. The machine learning point of view on this problem is presented in chapter I. The efficient market hypothesis, which stands in contradiction with the objec...

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Bibliographic Details
Main Author: Mahler, Nicolas
Language:ENG
Published: École normale supérieure de Cachan - ENS Cachan 2012
Subjects:
Online Access:http://tel.archives-ouvertes.fr/tel-00749717
http://tel.archives-ouvertes.fr/docs/00/74/97/17/PDF/Mahler2012.pdf