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Uncertainty, perception and the Internet

Bontempi, Maria Elena; Frigeri, Michele; Golinelli, Roberto - 2019

Macroeconomic uncertainty consists of three components: the unobservable, the heterogeneous and the "uncertain". We are unaware of exactly when economic agents perceive uncertainty and which type of uncertainty interests them. This paper introduces and outlines a way of conducting large-scale...

Persistent link: https://www.econbiz.de/10012110400

Big data and unemployment analysis

Bratu, Mihaela; Zimmermann, Klaus F. - 2017

forecasting, nowcasting, detecting health issues and well-being, capturing the matching process in various parts of individual …

Persistent link: https://www.econbiz.de/10012114391

Big data: Google-haut ennustavat työttömyyttä Suomessa

Tuhkuri, Joonas - 2014

There are over 3 billion searches globally on Google every day. This report examines whether Google search queries can be used to predict the present and the near future unemployment rate in Finland. Predicting the present and the near future is of interest, as the official records of the state...

Persistent link: https://www.econbiz.de/10012037651

ETLAnow: A Model for Forecasting with Big Data – Forecasting Unemployment with Google Searches in Europe

Tuhkuri, Joonas - 2016

In this report we document the ETLAnow project. ETLAnow is a model for forecasting with big data. At the moment, it …

Persistent link: https://www.econbiz.de/10012037674

Google-haut Suomen asuntojen hintojen ennustajana

Widgrén, Joona - 2016

This report examines whether Google search queries can be used to predict the present and the near future house prices in Finland. Compared to a simple benchmark model, Google searches improve the prediction of the present house price index by 7.5 % measured by mean absolute error. In addition,...

Persistent link: https://www.econbiz.de/10012037683

The internet as a data source for advancement in social sciences

Askitas, Nikos; Zimmermann, Klaus F. - 2015

. Internet data can successfully be applied to a very wide range of human resource issues including forecasting (e.g. of …

Persistent link: https://www.econbiz.de/10010501260

The internet as a data source for advancement in social sciences

Askitas, Nikos; Zimmermann, Klaus F. - 2015

. Internet data can successfully be applied to a very wide range of human resource issues including forecasting (e.g. of …

Persistent link: https://www.econbiz.de/10010489607

Exploring the use of internet searches to predict unemployment in Trinidad and Tobago

Roopnarine, Karen A.; Spencer, Janelle D. - 2021

Persistent link: https://www.econbiz.de/10012802863

Modeling UK mortgage demand using online searches

Pavlicek, Jaroslav; Krištoufek, Ladislav - 2019

have been shown to improve forecasting models for various economic and financial series. In the aftermath of the global … financial crisis, modeling and forecasting mortgage demand and subsequent approvals have become a central issue in the banking … number of new mortgage approvals and markedly improve their nowcasting and forecasting performance. …

Persistent link: https://www.econbiz.de/10012030090

Nowcasting private consumption : traditional indicators, uncertainty measures, credit cards and some internet data

Gil, María; Pérez, Javier J.; Sánchez Fuentes, A. Jesús - 2018

Persistent link: https://www.econbiz.de/10011946875