Gaussian Seams for Risk-Neutral Compression

This companion note verifies the Gaussian-Volterra source-family assumptions used by the option-surface branch of Risk-Neutral Compression and the Geometry of Latent Market Stress. The technical problem is to connect primitive Volterra kernels to the scalar seam through which a priced Perron loading appears in a local Gaussian/Bachelier option coefficient. The note derives the leading singular-value estimates, identifies the centered quadratic loading, repairs the scalar one-mode reduction through an anchored quadratic lift, and proves the resulting common-channel option-factor consequence. It also records temporal, visible-origin, lower-cell, and local-flatness routes as alternative sufficient conditions for the same seam. The ledger is technical by design: these routes are checks on one Gaussian reduction, not separate economic claims.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-02
DOI
https://doi.org/10.5281/zenodo.19981297
Primary Topic
Stochastic processes and financial applications
Type
article
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article

Gaussian Seams for Risk-Neutral Compression

Joan Vidal Llauradó
Zenodo (CERN European Organization for Nuclear Research)
Stochastic processes and financial applications
article

Gaussian Seams for Risk-Neutral Compression

Joan Vidal Llauradó
article en

Abstract

This companion note verifies the Gaussian-Volterra source-family assumptions used by the option-surface branch of Risk-Neutral Compression and the Geometry of Latent Market Stress. The technical problem is to connect primitive Volterra kernels to the scalar seam through which a priced Perron loading appears in a local Gaussian/Bachelier option coefficient. The note derives the leading singular-value estimates, identifies the centered quadratic loading, repairs the scalar one-mode reduction through an anchored quadratic lift, and proves the resulting common-channel option-factor consequence. It also records temporal, visible-origin, lower-cell, and local-flatness routes as alternative sufficient conditions for the same seam. The ledger is technical by design: these routes are checks on one Gaussian reduction, not separate economic claims.

Zenodo (CERN European Organization for Nuclear Research)
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Stochastic processes and financial applications
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