Master's Degree in Data Science

 

Master Theses authored by students of the Master's Degree in Data Science, a program jointly organized by UAB-UPF and the Barcelona Graduate School of Economics (BGSE)

Enviaments recents

  • Costa, Michele; Marschall, Laurits; Mirsadeghi, Seyed Hamed; Sanctis, Alessandro de (2018)
    The main goal of our Master Project is to predict intraday stock market movements using two different kinds of input features: financial indicators and sentiments from news and tweets. While the former are part of the ...
  • Hao, Kwa Jie (2018)
    Hierarchical modeling is a practical approach with proven results in modeling real world data. This paper studies Gaussian hierarchical models and methods which exploit the sparse conditional independence structure of such ...
  • Lange, Robert Tjarko (2017)
    Data scientific questions face the fundamental trade-off between complexity, generalizability and computational feasibility. The need for quick estimation and evaluation of a vast amount of statistical models has given ...
  • Höllwirth, Hans-Peter (2017)
    This paper studies a novel particle filter method proposed by Brownlees and Kristensen (2017) for parameter estimation of nonlinear state space models. The particle filter, named Importance Sampling Particle Filter, is tested ...
  • Garriga Calleja, Roger; Mas Adell, Javier; Poudel, Saurav (2017)
    Internet has seen a tremendous growth in the last few years. Because of that, we have a lot of information about most of the things in web. And the usage of Recommendation system has become more important than ever. Rec ...