Articolo

Navigating Supply Shocks: Sector Resilience and Production Prices Through Stochastic Input–Output Modeling

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Apr 17 2026
Authors: Giovanni Amici, Gianluca Fusai, Anna Maria Gambaro, Daniele Marazzina. This study develops a novel multivariate stochastic framework for assessing systemic risks, such as climate and nature-related shocks, within production or financial networks. By embedding a linear stochastic fluid network, interpretable as a generalized vector Ornstein–Uhlenbeck process, into ...more »

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Forecasting Bitcoin price movements using multivariate Hawkes processes and limit order book data

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Apr 17 2026
Authors: Davide Raffaelli, Raffaele Giuseppe Cestari, Daniele Marazzina, Simone Formentin Forecasting short-term returns of Bitcoin is a key challenge in high-frequency trading, due to the cryptocurrency’s extreme volatility, market microstructure complexity, and non-stationary behavior. Limit Order Book (LOB) data offer a rich source of high-resolution information that can improve ...more »

Marco Gross and Richard Senner “From Par to Pressure: Liquidity, Redemptions, and Fire Sales with a Systemic Stablecoin”
International Monetary Fund, Working paper n° 26/5

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Mar 26 2026
Abstract: Fiat-backed stablecoins are expanding, and their issuers may attain systemic relevance as reserve portfolios grow and as they may become increasingly intertwined with financial markets. This paper analyzes the resulting risks and the design choices that can mitigate them. A detailed financial-economics discussion forms ...more »

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Eugenio M. Cerutti, Martina Hengge and Takaaki Sagawa, “Stablecoin Shocks”
International Monetary Fund, Working paper n° 26/44

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Mar 26 2026
Abstract: We develop novel measures of stablecoin shocks and use them to identify the causal effects of stablecoin adoption on U.S. financial markets. Combining a daily narrative dataset of stablecoin-specific news with changes in the combined market capitalization of USDC and USDT, we measure high-frequency ...more »

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Youming Liu, Francisco Rivadeneyra and Edona Reshidi, “Public vs. Private Payment Platforms: Market Impacts and Optimal Policy”
Bank of Canada, Working paper n° 2026-10

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Mar 26 2026
Abstract: We study competition between a welfare-maximizing public platform and a profit-maximizing private platform in a two-sided payment market. We characterize the public platform’s optimal pricing and show that it balances the benefits of increased competition against the welfare costs of network fragmentation. While introducing ...more »

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Juan S. Mora-Sanguinetti, Cristina Peñasco and Rok Spruk, “THE IMPACT OF “GREEN REGULATION” ON FIRMS’ INNOVATION”
Banco de España, Working Paper n° 2611

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Mar 26 2026
Abstract: This paper analyses the impact of “green regulations” – i.e. those aimed at mitigating the effects of climate change and environmental externalities – on innovation, using a novel regulatory database covering the period 2008-2022 for Spain. The database identifies regulations at both the national ...more »

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Enzo D’Innocenzo, André Lucas, Bernd Schwaab and Xin Zhang, “Joint extreme value-at-risk and expected shortfall dynamics with a single integrated tail shape parameter”
European Central Bank, Working Paper n° 3166

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Mar 26 2026
Abstract: We propose a robust semi-parametric framework for persistent time-varying extreme tail behavior, including extreme Value-at-Risk (VaR) and Expected Shortfall (ES). The framework builds on Extreme Value Theory and uses a conditional version of the Generalized Pareto Distribution (GPD) for peaks-over-threshold (POT) dynamics. Unlike earlier ...more »

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Margherita Giuzio, Linda Rousová, Sujit Kapadia, Hradayesh Kumar, Luisa Mazzotta, Miles Parker and Dimitris Zafeiris, “Climate change, catastrophes, insurance and the macroeconomy”
European Central Bank, Working paper n° 3184

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Mar 26 2026
Abstract: This paper examines the role of insurance in mitigating the adverse macroeconomic effects of climate-related catastrophes. We first develop a stylised theoretical growth model which incorporates a role for natural catastrophes, climate change and insurance. This illustrates how insurance can mitigate the impact of ...more »

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