[HTML][HTML] News and narratives in financial systems: exploiting big data for systemic risk assessment

R Nyman, S Kapadia, D Tuckett - Journal of Economic Dynamics and …, 2021 - Elsevier
This paper applies algorithmic analysis to financial market text-based data to assess how
narratives and sentiment might drive financial system developments. We find changes in …

The signaling effects of central bank tone

P Hubert, F Labondance - European Economic Review, 2021 - Elsevier
Does policymakers' choice of words matter? We assess empirically whether the tone of
FOMC statements contains useful information for financial market participants and explore …

Starting from a blank page? Semantic similarity in central bank communication and market volatility

M Ehrmann, J Talmi - Journal of Monetary Economics, 2020 - Elsevier
Central banks often draft press releases announcing monetary policy decisions starting from
the previous release. This makes it straightforward to see how the content has evolved, but …

What makes an ICO successful? An investigation of the role of ICO characteristics, team quality and market sentiment

L Burns, A Moro - An Investigation of the Role of ICO …, 2018 - papers.ssrn.com
This research paper explores the contributing factors behind the success of 146 ICOs from
June 2017 to November 2017 by analysing the role of ICO characteristics, team quality and …

Central bank sentiment and policy expectations

P Hubert, L Fabien - 2017 - papers.ssrn.com
We explore empirically the theoretical prediction that optimism or pessimism have aggregate
effects, in the context of monetary policy. First, we quantify the tone conveyed by FOMC …

Policy and macro signals from central bank announcements

P Hubert, B Maule - International Journal of Central Banking, 2021 - ijcb.org
How do private agents understand central bank actions and communication? This paper
investigates private agents' interpretation of central bank signals about future policy and the …

The bias and efficiency of the ECB inflation projections: A state dependent analysis

E Granziera, P Jalasjoki, M Paloviita - Bank of Finland Research …, 2021 - papers.ssrn.com
We test for bias and efficiency of the ECB inflation forecasts using a confidential dataset of
ECB macroeconomic quarterly projections. We investigate whether the properties of the …

On the formation of inflation expectations in turbulent times: The case of the euro area

T Łyziak, M Paloviita - Economic Modelling, 2018 - Elsevier
Studying formation of inflation expectations in the euro area we propose a novel method,
integrating rational, adaptive and sticky-information models. We find that in recent turbulent …

Reading between the lines: Using text analysis to estimate the loss function of the ECB

M Paloviita, M Haavio, P Jalasjoki… - Bank of Finland …, 2020 - papers.ssrn.com
We apply textual analysis to extract the tone (sentiment) from the introductory statements to
the ECB's press conferences regarding economic outlook. By combining this information …

A theory-based method to evaluate the impact of central bank inflation forecasts on private inflation expectations

L Vereda, J Savignon, TG da Silva - International Journal of Forecasting, 2024 - Elsevier
We propose a theory-based method to assess the impact of central banks' inflation forecasts
on private inflation expectations. We use regressions derived from a leader-follower model …