Banca d’Italia - Harnessing Big Data & Machine Learning Technology for Central Banks

Publish date::05 April 2018
Twitter Sentiment and Banks' Financial Ratios: Is There Any Causal Link? - slides
pdf 2.2 MB
Giuseppe Bruno (Banca d'Italia), Paola Cerchiello (University of Pavia), Juri Marcucci (Banca d'Italia), Giancarlo Nicola (University of Pavia)
Publish date::05 April 2018
Twitter Sentiment and Banks' Financial Ratios: Is There Any Causal Link - discussion
pdf 159.8 KB
Ricardo Correa (Federal Reserve Board of Governors)
Publish date::05 April 2018
The Sentiment Hidden in Italian Texts through the lens of a new dictionary - slides
pdf 424.6 KB
Giuseppe Bruno, Juri Marcucci, Attilio Mattiocco (Banca d'Italia), Marco Scarnò, Donatella Sforzini (CINECA)
Publish date::05 April 2018
The Sentiment Hidden in Italian Texts through the lens of a new dictionary - discussion
pdf 187.3 KB
Scott Hendry (Bank of Canada)

Publish date::05 April 2018
News and Consumer card payments - slides
pdf 1.6 MB
Guerino Ardizzi, Simone Emiliozzi, Juri Marcucci, Libero Monteforte (Banca d'Italia)
Publish date::05 April 2018
News and Consumer card payments - discussion
pdf 388.1 KB
Javier J. Pérez (Banco de España)
Publish date::05 April 2018
Targeting policy-compliers with machine learning: an application to a tax rebate programme in Italy - slides
pdf 235.2 KB
Monica Andini, Emanuele Ciani, Guido de Blasio, Alessio D'Ignazio) Banca d'Italia), Viola Salvestrini (London School of Economics)
Publish date::05 April 2018
Targeting policy-compliers with Machine Learning: An application to a tax rebate program in Italy - discussion
pdf 805.9 KB
Roberto Rocci (Tor Vergata University)

Publish date::05 April 2018
Big Data: Experiences and Challenges - slides
pdf 497.2 KB
Gabriel Quiros (International Monetary Fund)
Publish date::05 April 2018
Big Data: A strategic asset for central banks policies - slides
pdf 613.3 KB
Per Nymand-Andersen (European Central Bank)
Publish date::05 April 2018
Big Data and Machine Learning at the Banque de France - slides
pdf 672.6 KB
Jacques Fournier (Banque de France)
Publish date::05 April 2018
Driving digital transformation through (big) data - slides
pdf 1.2 MB
Emanuele Baldacci (European Commission)

Publish date::05 April 2018
Forecasting US Birth Rates with Google Trends - slides
pdf 1.0 MB
Francesco Billari (Bocconi Univesrity), Francesco D'Amuri, Juri Marcucci (Banca d'Italia)
Publish date::05 April 2018
Forecasting U.S. Birth Rates using Google Trends - discussion
pdf 221.1 KB
Simon Oehler (Bundesbank)
Publish date::05 April 2018
The potential of big housing data: an application to the Italian real estate market - slides
pdf 1.6 MB
Michele Loberto, Andrea Luciani (Banca d'Italia), Marco Pangallo (Oxford University)
Publish date::05 April 2018
The Potential of Big Housing Data - discussion
pdf 132.0 KB
Stefano Nardelli (European Central Bank)
Publish date::05 April 2018
Central Bank Communications: Information extraction and Semantic Analysis - slides
pdf 489.4 KB
Giuseppe Bruno (Banca d'Italia)
Publish date::05 April 2018
Information Extraction and Semantic Analysis - discussion
pdf 488.9 KB
Monica Scannapieco (Italian National Institute of Statistics)

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