Details about Jose Manuel Carbo Martinez

Access statistics for papers by Jose Manuel Carbo Martinez.

Last updated 2025-06-27. Update your information in the RePEc Author Service.

Short-id: pca1748

Working Papers

2025

1. Empowering financial supervision: a SupTech experiment using machine learning in an early warning system
   Occasional Papers, Banco de España
2. The effects of open banking on fintech providers: evidence using microdata from Spain
   Working Papers, Banco de España

2024

3. Análisis de fuentes de datos para seguir la evolución de Bitcoin
   Occasional Papers, Banco de España
4. Houston, we have a problem: can satellite information bridge the climate-related data gap?
   Occasional Papers, Banco de España
   See also Chapter Houston, we have a problem: can satellite information bridge the climate-related data gap?, IFC Bulletins chapters, Bank for International Settlements (2025) View citations (1) (2025)

2023

5. Analysis of CBDC Narrative OF Central Banks using Large Language Models
   Working Papers, Banco de España View citations (4)
   See also Journal Article Analysis of CBDC narrative by central banks using large language models, Finance Research Letters, Elsevier (2023) View citations (3) (2023)
6. Machine Learning methods in climate finance: a systematic review
   Working Papers, Banco de España

2022

7. Accuracy of explanations of machine learning models for credit decisions
   Working Papers, Banco de España
8. Application of machine learning models and interpretability techniques to identify the determinants of the price of bitcoin
   Working Papers, Banco de España
9. Inteligencia artificial y finanzas: una alianza estratégica
   Occasional Papers, Banco de España

2021

10. El interés por la innovación financiera en España. Un análisis con google trends
    Occasional Papers, Banco de España
11. 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

12. Machine learning in credit risk: measuring the dilemma between prediction and supervisory cost
    Working Papers, Banco de España View citations (13)

Journal Articles

2025

1. Where and how machine learning plays a role in climate finance research
   Journal of Sustainable Finance & Investment, 2025, 15, (2), 456-497

2024

2. Determinants of the price of bitcoin: An analysis with machine learning and interpretability techniques
   International Review of Economics & Finance, 2024, 92, (C), 123-140
   See also Chapter Determinants of the price of bitcoin: An analysis with machine learning and interpretability techniques, IFC Bulletins chapters, 2024, 61 (2024) (2024)

2023

3. Analysis of CBDC narrative by central banks using large language models
   Finance Research Letters, 2023, 58, (PC) View citations (3)
   See also Working Paper Analysis of CBDC Narrative OF Central Banks using Large Language Models, Working Papers (2023) View citations (4) (2023)

2022

4. 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)
5. Measuring the model risk-adjusted performance of machine learning algorithms in credit default prediction
   Financial Innovation, 2022, 8, (1), 1-35 View citations (9)

2021

6. Metros, agglomeration and displacement. Evidence from London
   Regional Science and Urban Economics, 2021, 90, (C) View citations (4)

2020

7. Do changes in air transportation affect productivity? A cross‐country panel approach
   Regional Science Policy & Practice, 2020, 12, (3), 493-505 View citations (1)
8. Quantifying the impacts of air transportation on economic productivity: a quasi-experimental causal analysis
   Economics of Transportation, 2020, 24, (C) View citations (4)
9. Understanding the costs of urban rail transport operations
   Transportation Research Part B: Methodological, 2020, 138, (C), 292-316 View citations (12)

2019

10. Evaluating the causal economic impacts of transport investments: evidence from the Madrid–Barcelona high speed rail corridor
    Journal of Applied Statistics, 2019, 46, (9), 1714-1723 View citations (13)

Chapters

2025

1. Houston, we have a problem: can satellite information bridge the climate-related data gap?
   A chapter in Addressing climate change data needs: the central banks' contribution, 2025, vol. 63 View citations (1)
   See also Working Paper Houston, we have a problem: can satellite information bridge the climate-related data gap?, Banco de España (2024) (2024)

2024

2. Determinants of the price of bitcoin: An analysis with machine learning and interpretability techniques
   A chapter in Granular data: new horizons and challenges, 2024, vol. 61
   See also Journal Article Determinants of the price of bitcoin: An analysis with machine learning and interpretability techniques, Elsevier (2024) (2024)