Paper: arXiv 2512.19621
Authors: Jherek Healy
Abstract
This article provides a list of counterexamples, where some of the popular fx option interpolations break down. Interpolation of FX option prices (or equivalently volatilities), is key to risk-manage not only vanilla FX option books, but also more exotic derivatives which are typically valued with local volatility or local stochastic volatilility models.
Complexity vs Empirical Score
- Math Complexity: 7.5/10
- Empirical Rigor: 8.0/10
- Quadrant: Holy Grail — high math complexity, high empirical rigor
Why this score: The paper employs advanced mathematical derivations (e.g., local variance denominator, SVI parameterization, spline theory) but is heavily grounded in real-world market data and implementation issues, with specific numerical examples, calibration procedures, and direct backtesting implications for FX options interpolation.
Research Flowchart
flowchart TD A["Research Goal:<br>Identify breakdown cases in<br>FX Options Interpolation"] --> B["Methodology:<br>Analyze popular interpolation<br>techniques (Vol & Price)"] B --> C["Data/Inputs:<br>Selected FX option market data<br>with specific volatility smiles"] C --> D["Computational Process:<br>Apply interpolations & test for<br>arbitrage (e.g. negative vol/cdf >1)"] D --> E["Key Findings:<br>Counterexamples found where<br>interpolations produce arbitrage,<br>impacting Local Vol/SLV models"]
Cited References (58)
- Algorithm 748: Enclosing zeros of continuous functions (1995)
- Finite difference techniques for arbitrage free SABR (2017)
- Fine-tune your smile: Correction to Hagan et al (2007) — link
- Strike from volatility and delta-with-premium (2020)
- An Arbitrage-Free Interpolation of Class $\mathcal C ^2$ for Option Prices (2021)
- Local variance gamma revisited (2017)
- Local variance gamma and explicit calibration to option prices (2017)
- An expanded local variance gamma model (2018) — link
and 50 more
- Geometric Local Variance Gamma Model (2019)
- Algorithm 716: TSPACK: Tension spline curve-fitting package (1993)
- Spezielle rationale splinefunktionen (1973)
- Volatility and dividends-volatility modelling with cash dividends and simple credit risk (2010)
- Smooth-curve interpolation: A generalized spline-fit procedure (1966)
- Levenberg-Marquardt methods for constrained nonlinear equations with strong local convergence properties (2004)
- Let’s be rational (2015)
- Prices of state-contingent claims implicit in option prices (1978)
- More than you ever wanted to know about volatility swaps (1999)
- Iterative procedures for nonlinear integral equations (1965)
- Volatility interpolation (2011)
- The volatility surface: a practitioner’s guide (2006)
- The hybrid most likely path (2006)
- Local volatility: Smooth calibration and fast Usage (2012)
- Anderson acceleration for fixed-point iterations (2011)
- Pricing with a smile (1994)
- An arbitrage-free interpolation of volatilities (2004)
- On shape preserving quadratic spline interpolation (1983)
- GN–a Simple and Effective Nonlinear Least-Squares Algorithm for the Open Source Literature. (2013) — link
- The pricing of options and corporate liabilities (1973)
- Clamping Down on Arbitrage (2014)
- OSQP : An Operator Splitting Solver for Quadratic Programs (2017) — link
- CVXOPT: A Python package for convex optimization (2013)
- quadprog: Functions to solve quadratic programming problems (2007)
- Closed form option valuation with smiles (1999)
- Model-free stochastic collocation for an arbitrage-free implied volatility: Part I (2019)
- Model-free stochastic collocation for an arbitrage-free implied volatility, part II (2019)
- Towards a theory of volatility trading (2001)
- Robust replication of volatility derivatives (2008)
- A practical guide to splines (1978)
- Applied Quantitative Finance for Equity Derivatives (2019)
- Arbitrage in the Perfect Volatility Surface (2018)
- Negative Butterflies and Why We Check Butterfly Arbitrage by a Non-Negative Probability Density (2022)
- Pricing Event Risk: Evidence from Concave Implied Volatility Curves (2021)
- Managing smile risk (2002)
- Arbitrage in the Perfect Volatility Surface (2017)
- Foreign exchange option pricing: A practitioner’s guide (2011)
- FX volatility smile construction (2012)
- Option-implied probability distributions and currency excess returns (1997)
- Using FX Volatility Skew to Assess the Implied Probability of Hard Brexit (2018)
- The moment formula for implied volatility at extreme strikes (2004)
- Convergence of Heston to SVI (2011)
- Quasi-explicit calibration of Gatheral’s SVI model (2009)
- Robust calibration and arbitrage-free interpolation of SSVI slices (2019)
- FX options and structured products (2017)
- The Quadratic Local Variance Gamma Model: an arbitrage-free interpolation of class C3 for option prices — → 2305.13791
- Slope Matters to Land on the Right Price (2023)
- FX options and smile risk (2010)
- MODEL-FREE IMPLIED VOLATILITY: FROM SURFACE TO INDEX (2011) — link
- Calibration of the SABR model in illiquid markets (2005)
1 of 58 cited works are in the corpus; resolved via arXiv source bundles, Semantic Scholar and OpenAlex. Corpus-wide: 2518 linked papers.