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DATA-DRIVEN SUPERVISION IN A DECENTRALISED SUPERVISORY ENVIRONMENT

2026

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This paper proposes a data-driven supervision framework that balances supervisory convergence with institutional decentralization in the EU.

* Explores the tension between supervisory convergence and institutional decentralization in the EU.
* Formalizes supervision as a statistical inference problem and outlines a five-step supervisory cycle.
* Analyzes the economics, governance, and sustainability of data-driven supervision in a decentralized environment.

Data-driven supervision, EU regulation, financial supervision, supervisory convergence, decentralization

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