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Alonso-Robisco, Andrés

Senior Economist

Información de contacto

Should We Trust the Credit Decisions Provided by Machine Learning Models? Andrés Alonso-Robisco y José Manuel Carbó (2025)

Computational Economics

 

 JEL Codes: C55, C63, G17

Where and how machine learning plays a role in climate finance research Andrés Alonso-Robisco, Javier Bas, José Manuel Carbó, Aranzazu de Juan y José Manuel Marqués (2024)

Journal of Sustainable Finance and Investment

Aprendizaje automático en modelos de concesión de crédito: oportunidades y riesgos Andrés Alonso-Robisco y José Manuel Carbó (2023)

Análisis Financiero y Big Data (capítulo III), Funcas

Can machine learning models save capital for banks? Evidence from a Spanish credit portfolio Andrés Alonso-Robisco & José Manuel Carbó (2022)

International Review of Financial Analysis, volume 84, November 2022, 102372

 JEL Codes: C45, C38, G21

Measuring the model risk-adjusted performance of machine learning algorithms in credit default prediction Andrés Alonso-Robisco y José Manuel Carbó (2022)

Financial Innovation 8:70

Los productos financieros sostenibles desde el punto de vista de los supervisores y los reguladores: sector bancario Andrés Alonso-Robisco y Clara Isabel González (2021)

"La sostenibilidad y el nuevo marco institucional y regulatorio de las finanzas sostenibles" Aranzadi

Principales transformaciones en las áreas funcionales de las entidades financieras Andrés Alonso-Robisco y José Manuel Marqués (2021)

"El rol de las finanzas en una economía sotenible" IEAF-FEF (pp. 297-302)

On the risk-adjusted performance of machine learning models in credit default prediction Andrés Alonso-Robisco and José Manuel Carbó (2020)

SUERF Policy Note Issue No 210, December 2020

 JEL Codes: C53, D81, G17

Los emisores soberanos ante la revolución sostenible Andrés Alonso-Robisco (2020)

IEF Observatorio de Divulgación Financiera, Documento de Trabajo N 32

Analysis of CBDC Narrative of Central Banks using Large Language Models Andres Alonso-Robisco and José Manuel Carbó

JEL Codes: 2321

Published in: Finance Research Letters, Volume 58, Part C, December 2023, Art 104643Opens in new window

Accuracy of explanations of machine learning models for credit decisions Andrés Alonso and José Manuel Carbó

JEL Codes: 2222

Published in: Financial Innovation, Volume 8, Issue 70, July 2022Opens in new window and Computational Economics , v.66, issue 5, November 2025, pp. 4245–4274Opens in new window

Machine Learning methods in climate finance: a systematic review Andrés Alonso-Robisco, José Manuel Carbó and José Manuel Marqués

JEL Codes: 2310

Published in: Journal of Sustainable Finance and Investment, June 2024Opens in new window

Machine learning in credit risk: measuring the dilemma between prediction and supervisory cost Andrés Alonso and José Manuel Carbó

JEL Codes: 2032

Published in: Financial Innovation, Volume 8, Issue 70, July 2022Opens in new window

Houston, we have a problem: can satellite information bridge the climate-related data gap? Andrés Alonso-Robisco, José Manuel Carbó, Emily Kormanyos and Elena Triebskorn (2024)

JEL Codes: C8, C55, Q56

Latin American Journal of Central Banking

Analysis of CBDC Narrative of Central Banks using Large Language Models Andrés Alonso-Robisco y José Manuel Carbó (2023)

JEL Codes: G15, G41, E58

Finance Research Letters 58 (2023) 104643