Machine learning at central banks

C Chakraborty, A Joseph - 2017 - papers.ssrn.com
We introduce machine learning in the context of central banking and policy analyses. Our
aim is to give an overview broad enough to allow the reader to place machine learning …

Mussa puzzle redux

O Itskhoki, D Mukhin - Econometrica, 2025 - Wiley Online Library
The Mussa (1986) puzzle is the observation of a sharp and simultaneous increase in the
volatility of both nominal and real exchange rates following the end of the Bretton Woods …

[HTML][HTML] OTC premia

G Cenedese, A Ranaldo, M Vasios - Journal of Financial Economics, 2020 - Elsevier
Using unique data at transaction and identity levels, we provide the first systematic study of
interest rate swaps traded over the counter (OTC). We find substantial and persistent …

[PDF][PDF] The use of big data analytics and artificial intelligence in central banking

O Wibisono, HD Ari, A Widjanarti, AA Zulen… - IFC Bulletins, Bank for …, 2019 - academia.edu
Executive summary Information and internet technology has fostered new web-based
services that affect every facet of today's economic and financial activity. This creates …

[HTML][HTML] Judgment day: Algorithmic trading around the Swiss franc cap removal

F Breedon, L Chen, A Ranaldo, N Vause - Journal of International …, 2023 - Elsevier
A key issue for decentralised markets like FX is how the market responds to extreme
situations. Using data on FX transactions with a precise identification of Algorithmic trading …

[BOOK][B] The anatomy of the euro area interest rate swap market

SD Fontana, M Holz auf der Heide, L Pelizzon… - 2019 - econstor.eu
Using a novel regulatory dataset of fully identified derivatives transactions, this paper
provides the first comprehensive analysis of the structure of the euro area interest rate swap …

Simulating liquidity stress in the derivatives market

M Bardoscia, G Ferrara, N Vause… - Journal of Economic …, 2021 - Elsevier
We investigate whether margin calls on derivative counterparties could exceed their
available liquid assets and, by preventing immediate payment of those calls, spread such …

Shifting the yield curve for fixed-income and derivatives portfolios

ML Bianchi, D Ruzzi, A Segura - arxiv preprint arxiv:2412.15986, 2024 - arxiv.org
We use granular regulatory data on euro interest rate swap trades between January 2021
and June 2023 to assess whether derivative positions of Italian banks can offset losses on …

Nonlinear limits to arbitrage

J Chen, CX Cai, R Faff, Y Shin - Journal of Futures Markets, 2022 - Wiley Online Library
We study the nonlinear limits to arbitrage in a model. When mispricing is small, arbitrage
activity increases with mispricing because of the higher cost‐adjusted return. However, at …

Market liquidity, closeout procedures and initial margin for CCPs

FV Cerezetti, EN Karimalis, U Shreyas… - The European Journal …, 2019 - Taylor & Francis
Closeout procedures enable central counterparties (CCPs) to respond to events that
challenge the continuity of their normal operations, most frequently triggered by the default …