[HTML][HTML] News and narratives in financial systems: exploiting big data for systemic risk assessment
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 …
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 …
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
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 …
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 …
June 2017 to November 2017 by analysing the role of ICO characteristics, team quality and …
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 …
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 …
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 …
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 …
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 …
on private inflation expectations. We use regressions derived from a leader-follower model …