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相关论文: Unifying the BGM and SABR Models: A short Ride in …

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In this paper, we derive a general asymptotic implied volatility at the first-order for any stochastic volatility model using the heat kernel expansion on a Riemann manifold endowed with an Abelian connection. This formula is particularly…

其他凝聚态物理 · 物理学 2007-05-23 Pierre Henry-Labordere

This paper proposes a hybrid methodology to improve the approximation of SABR (Stochastic Alpha Beta Rho) implied volatility by combining analytical structure with machine learning. The approach augments the neural-network input…

计算金融 · 定量金融 2026-05-08 Adil Reghai , Lama Tarsissi , Gérard Biau , Alex Lipton

It is a market practice to express market-implied volatilities in some parametric form. The most popular parametrizations are based on or inspired by an underlying stochastic model, like the Heston model (SVI method) or the SABR model (SABR…

数理金融 · 定量金融 2026-01-06 Nicola F. Zaugg , Leonardo Perotti , Lech A. Grzelak

In order to overcome the drawbacks of assuming deterministic volatility coefficients in the standard LIBOR market models to capture volatility smiles and skews in real markets, several extensions of LIBOR models to incorporate stochastic…

证券定价 · 定量金融 2024-08-06 A. M. Ferreiro , J. A. García , J. G. López-Salas , C. Vázquez

The SABR model is a benchmark stochastic volatility model in interest rate markets, which has received much attention in the past decade. Its popularity arose from a tractable asymptotic expansion for implied volatility, derived by heat…

数理金融 · 定量金融 2017-07-27 Leif Doering , Blanka Horvath , Josef Teichmann

The SABR model is shortly presented and the volatility swap explained. The fair value for a volatility swap is then computed using the usual theory in financial mathematics. An analytical solution using confluent hypergeometric functions is…

证券定价 · 定量金融 2013-03-26 Simon Bossoney

Volatility Skew and Smile of Interest Rate products (Swaption and Caplet) are represented by SABR (Stochastic Alpha Beta Rho model). So, the Interest Rate derivatives model for pricing the callable exotic swaps should be comparable to the…

数理金融 · 定量金融 2026-03-10 Osamu Tsuchiya

Accurately characterizing the implied volatility curves is a central challenge in option pricing and risk management. The classical SABR model by Hagan et al. has been widely adopted in practice due to its well-defined stochastic volatility…

数理金融 · 定量金融 2026-03-31 Wenxuan Zhang , Zhouchi Lin , Benzhuo Lu

We develop a multi-factor stochastic volatility Libor model with displacement, where each individual forward Libor is driven by its own square-root stochastic volatility process. The main advantage of this approach is that, maturity-wise,…

证券定价 · 定量金融 2012-04-26 Marcel Ladkau , John G. M. Schoenmakers , Jianing Zhang

Albeit of crucial interest for both financial practitioners and researchers, market-implied volatility data of European swaptions often exhibit large portions of missing quotes due to illiquidity of the various underlying swaption…

机器学习 · 计算机科学 2022-04-25 Ivo Richert , Robert Buch

This paper advances interest rate modeling in the post-LIBOR era by introducing rough stochastic volatility into the Forward Market Model (FMM). We establish a rigorous asymptotic expansion of swaption implied volatility, connecting the FMM…

We propose a heterogeneous simultaneous graphical dynamic linear model (H-SGDLM), which extends the standard SGDLM framework to incorporate a heterogeneous autoregressive realised volatility (HAR-RV) model. This novel approach creates a…

计算金融 · 定量金融 2020-01-22 Théophile Griveau-Billion , Ben Calderhead

In this paper, we consider three stochastic-volatility models, each characterized by distinct dynamics of instantaneous volatility: (1) a CIR process for squared volatility (i.e., the classical Heston model); (2) a mean-reverting lognormal…

证券定价 · 定量金融 2025-10-14 V. Perederiy

Classical solvable stochastic volatility models (SVM) use a CEV process for instantaneous variance where the CEV parameter $\gamma$ takes just few values: 0 - the Ornstein-Uhlenbeck process, 1/2 - the Heston (or square root) process, 1-…

证券定价 · 定量金融 2012-07-03 Andrey Itkin

For the calibration of the parameters in static and dynamic SABR stochastic volatility models, we propose the application of the GPU technology to the Simulated Annealing global optimization algorithm and to the Monte Carlo simulation. This…

最优化与控制 · 数学 2024-08-01 J. L. Fernández , A. M. Ferreiro , J. A. García , A. Leitao , J. G. López-Salas , C. Vázquez

We propose an efficient, accurate and reliable simulation scheme for the stochastic-alpha-beta-rho (SABR) model. The two challenges of the SABR simulation lie in sampling (i) integrated variance conditional on terminal volatility and (ii)…

计算金融 · 定量金融 2025-10-06 Jaehyuk Choi , Lilian Hu , Yue Kuen Kwok

We propose to take advantage of the common knowledge of the characteristic function of the swap rate process as modelled in the LIBOR Market Model with Stochastic Volatility and Displaced Diffusion (DDSVLMM) to derive analytical expressions…

We propose a novel time discretization for the log-normal SABR model which is a popular stochastic volatility model that is widely used in financial practice. Our time discretization is a variant of the Euler-Maruyama scheme. We study its…

数理金融 · 定量金融 2021-10-18 Dan Pirjol , Lingjiong Zhu

Local Volatility (LV) is a powerful tool for market modeling, enabling the generation of arbitrage-free scenarios calibrated to all European options. To implement LV, we need to interpolate and extrapolate option prices. This approach is…

证券定价 · 定量金融 2025-01-31 V. M. Belyaev

When interest rate dynamics are described by the Libor Market Model as in BGM97, we show how some essential risk-management results can be obtained from the dual of the calibration program. In particular, if the objetive is to maximize…

计算工程、金融与科学 · 计算机科学 2007-05-23 Alexandre d'Aspremont
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