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Main Author: Airoldi, Marco
Format: Preprint
Published: 2025
Subjects:
Online Access:https://arxiv.org/abs/2512.15718
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author Airoldi, Marco
author_facet Airoldi, Marco
contents We present a high-level framework that explains why, in practice, different pricing models calibrated to the same vanilla surface tend to produce similar valuations for exotic derivatives. Our approach acts as an overlay on the Monte Carlo infrastructure already used in banks, combining path reweighting with a conic optimisation layer without requiring any changes to existing code. This construction delivers narrow, practically model-independent price bands for exotics, reconciling front-office practice with the robust, model-independent ideas developed in the academic literature.
format Preprint
id arxiv_https___arxiv_org_abs_2512_15718
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle A High-Level Framework for Practically Model-Independent Pricing
Airoldi, Marco
Computational Finance
We present a high-level framework that explains why, in practice, different pricing models calibrated to the same vanilla surface tend to produce similar valuations for exotic derivatives. Our approach acts as an overlay on the Monte Carlo infrastructure already used in banks, combining path reweighting with a conic optimisation layer without requiring any changes to existing code. This construction delivers narrow, practically model-independent price bands for exotics, reconciling front-office practice with the robust, model-independent ideas developed in the academic literature.
title A High-Level Framework for Practically Model-Independent Pricing
topic Computational Finance
url https://arxiv.org/abs/2512.15718