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Updated: Jan 29, 2026
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Intervenciones causales en plataformas de multi-dealer a cliente de bonos
Paloma Marín Martínez1,2, Sergio Ardanza-Trevijano2,3, Javier Sabio1
1Corporate & Investment Banking, BBVA, Madrid, Madrid, Spain.
PloS one
|January 27, 2026
Resumen
Este estudio introduce un nuevo marco para analizar las negociaciones de comercio electrónico en plataformas de Multi-Dealer-to-Client. Los modelos generativos ofrecen una precisión competitiva y al mismo tiempo garantizan las reglas de negocio esenciales para los concesionarios.
Conclusiones:
- Un marco novedoso que utiliza modelos gráficos probabilísticos e inferencia causal analiza eficazmente los procesos RfQ de MD2C.
- Los modelos generativos proporcionan una alternativa viable a los modelos discriminativos de aprendizaje automático, equilibrando el poder predictivo con la adhesión a las reglas de negocio.
- Los hallazgos ofrecen información valiosa para los concesionarios que navegan por entornos competitivos de comercio electrónico.
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