Details about Andres Alonso
Access statistics for papers by Andres Alonso.
Last updated 2025-06-27. Update your information in the RePEc Author Service.
Short-id: pal1095
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Working Papers
2025
- Empowering financial supervision: a SupTech experiment using machine learning in an early warning system
Occasional Papers, Banco de España 
- The effects of open banking on fintech providers: evidence using microdata from Spain
Working Papers, Banco de España
2024
- Houston, we have a problem: can satellite information bridge the climate-related data gap?
Occasional Papers, Banco de España
2023
- Machine Learning methods in climate finance: a systematic review
Working Papers, Banco de España
2022
- Accuracy of explanations of machine learning models for credit decisions
Working Papers, Banco de España
2021
- Understanding the performance of machine learning models to predict credit default: a novel approach for supervisory evaluation
Working Papers, Banco de España View citations (6)
2020
- Machine learning in credit risk: measuring the dilemma between prediction and supervisory cost
Working Papers, Banco de España View citations (13)
2019
- Financial innovation for a sustainable economy
Occasional Papers, Banco de España View citations (9)
- Innovación financiera para una economía sostenible
Occasional Papers, Banco de España View citations (1)
Journal Articles
2025
- Where and how machine learning plays a role in climate finance research
Journal of Sustainable Finance & Investment, 2025, 15, (2), 456-497
2023
- Analysis of CBDC narrative by central banks using large language models
Finance Research Letters, 2023, 58, (PC) View citations (3)
2022
- Can machine learning models save capital for banks? Evidence from a Spanish credit portfolio
International Review of Financial Analysis, 2022, 84, (C) View citations (4)
- Measuring the model risk-adjusted performance of machine learning algorithms in credit default prediction
Financial Innovation, 2022, 8, (1), 1-35 View citations (9)
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