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Author

José Manuel Carbó

Observed names: CARBO, Jose Manuel, Carbo, Jose M., Carbó, José Manuel, Jose M. Carbo, Jose Manuel Carbo, José Manuel Carbó Martínez
Institution: Bank of Spain
ORCID: 0000-0002-7446-898X
Observed ORCID: 0000-0002-7446-898X
OpenAlex ID: A5054164134
Measuring the model risk-adjusted performance of machine learning algorithms in credit default prediction
2022 · Andrés Alonso Robisco, José Manuel Carbó Martínez · Financial Innovation · 109
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Machine Learning in Credit Risk: Measuring the Dilemma Between Prediction and Supervisory Cost
2020 · Andrés Alonso, Jose Manuel Carbo · SSRN Electronic Journal · 65
Understanding the Performance of Machine Learning Models to Predict Credit Default: A Novel Approach for Supervisory Evaluation
2021 · Andrés Alonso, Jose Manuel Carbo · SSRN Electronic Journal · 64
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Analysis of CBDC narrative by central banks using large language models
2023 · Andres Alonso-Robisco, José Manuel Carbó · Finance research letters · 52
Understanding the costs of urban rail transport operations
2020 · Anupriya, Daniel J. Graham, et al. · Transportation Research Part B Methodological · 44
Evaluating the causal economic impacts of transport investments: evidence from the Madrid–Barcelona high speed rail corridor
2018 · Jose M. Carbo, Daniel J. Graham, et al. · Journal of Applied Statistics · 40
Determinants of the price of bitcoin: An analysis with machine learning and interpretability techniques
2024 · José Manuel Carbó, Sergio Gorjón · International Review of Economics & Finance · 38
Can machine learning models save capital for banks? Evidence from a Spanish credit portfolio
2022 · Andrés Alonso-Robisco, José Manuel Carbó · International Review of Financial Analysis · 32
Where and how machine learning plays a role in climate finance research
2024 · Andres Alonso-Robisco, Javier Bas, et al. · Journal of Sustainable Finance & Investment · 29
Metros, agglomeration and displacement. Evidence from London
2021 · Csaba G. Pogonyi, Daniel J. Graham, et al. · Regional Science and Urban Economics · 24
Quantifying the impacts of air transportation on economic productivity: a quasi-experimental causal analysis
2020 · Jose M. Carbo, Daniel J. Graham · Economics of Transportation · 24
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Analysis of CBDC Narrative OF Central Banks using Large Language Models
2023 · Andres Alonso-Robisco, Jose Manuel Carbo · Documentos de trabajo/Documento de trabajo - Banco de España, Servicio de Estudios · 20
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Machine Learning Methods in Climate Finance: A Systematic Review
2023 · Andrés Alonso, José Manuel Carbó, et al. · SSRN Electronic Journal · 10
Machine Learning methods in climate finance: a systematic review
2023 · Andrés Alonso-Robisco, José Manuel Carbó, et al. · Documentos de trabajo/Documento de trabajo - Banco de España, Servicio de Estudios · 9
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Do changes in air transportation affect productivity? A cross‐country panel approach
2020 · Laila AitBihiOuali, Jose M. Carbo, et al. · Regional Science Policy & Practice · 9
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Empowering financial supervision: a SupTech experiment using machine learning in an early warning system
2025 · Andrés Alonso-Robisco, Andrés Alonso-Robisco, et al. · Documento ocasional/Documento ocasional - Banco de España · 7
Should We Trust the Credit Decisions Provided by Machine Learning Models?
2025 · Andrés Alonso-Robisco, José Manuel Carbó · Computational Economics · 7
Houston, we have a problem: Can satellite information bridge the climate-related data gap?
2025 · Andres Alonso-Robisco, Jose Manuel Carbo, et al. · Latin American Journal of Central Banking · 6
Accuracy of Explanations of Machine Learning Models for Credit Decision
2022 · Andrés Alonso, José Manuel Carbó · SSRN Electronic Journal · 5
Houston, we have a problem: can satellite information bridge the climate-related data gap?
2024 · Andres Alonso-Robisco, Jose Manuel Carbo, et al. · Documento ocasional/Documento ocasional - Banco de España · 3
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Inteligencia Artificial Y Finanzas: Una Alianza Estratégica (Artificial Intelligence and Finance: A Strategic Alliance)
2022 · Andrés Alonso, José Manuel Carbó · SSRN Electronic Journal · 3
Metros, Agglomeration and Firm Productivity. Evidence from London
2019 · Csaba G. Pogonyi, Daniel J. Graham, et al. · SSRN Electronic Journal · 3
Growth or Displacement? A Metro Line's Causal Impact on the Spatial Distribution of Business Units and Employment: Evidence from London
2018 · Csaba G. Pogonyi, Daniel J. Graham, et al. · SSRN Electronic Journal · 3
The Effects of Open Banking on FinTech Firms’ Dynamics and Funding Structure
2026 · Andrés Alonso-Robisco, José Manuel Carbó, et al. · Journal of Financial and Quantitative Analysis · 1
Empowering Financial Supervision: A SupTech Experiment using Machine Learning in an Early Warning System
2025 · Andrés Alonso, Andres Azqueta-Gavaldon, et al. · SSRN Electronic Journal · 1
Works count: 40
Citation count: 618
H-index: 12
I10-index: 13
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