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We construct realistic spot and equity option market simulators for a single underlying on the basis of normalizing flows. We address the high-dimensionality of market observed call prices through an arbitrage-free autoencoder that…

计算金融 · 定量金融 2021-12-14 Magnus Wiese , Ben Wood , Alexandre Pachoud , Ralf Korn , Hans Buehler , Phillip Murray , Lianjun Bai

This paper presents the solution to a European option pricing problem by considering a regime-switching jump diffusion model of the underlying financial asset price dynamics. The regimes are assumed to be the results of an observed pure…

证券定价 · 定量金融 2019-10-21 Anindya Goswami , Omkar Manjarekar , Anjana R

We apply multilevel Monte Carlo for option pricing problems using exponential L\'{e}vy models with a uniform timestep discretisation to monitor the running maximum required for lookback and barrier options. The numerical results demonstrate…

计算金融 · 定量金融 2017-05-31 Mike Giles , Yuan Xia

European options can be priced by solving parabolic partial(-integro) differential equations under stochastic volatility and jump-diffusion models like Heston, Merton, and Bates models. American option prices can be obtained by solving…

计算工程、金融与科学 · 计算机科学 2016-12-04 Maciej Balajewicz , Jari Toivanen

We establish an explicit approximation formula for European put option prices within a general stochastic volatility model with time-dependent parameters. Our methodology is based on expansions of the mixing representation of the put option…

数理金融 · 定量金融 2025-11-07 Kaustav Das , Nicolas Langrené

We present an option pricing formula for European options in a stochastic volatility model. In particular, the volatility process is defined using a fractional integral of a diffusion process and both the stock price and the volatility…

证券定价 · 定量金融 2020-07-29 Marc Lagunas-Merino , Salvador Ortiz-Latorre

We present an approach for pricing European call options in presence of proportional transaction costs, when the stock price follows a general exponential L\'{e}vy process. The model is a generalization of the celebrated work of Davis,…

数理金融 · 定量金融 2021-06-18 Nicola Cantarutti , João Guerra , Manuel Guerra , Maria do Rosário Grossinho

Options on baskets (linear combinations) of assets are notoriously challenging to price using even the simplest log-normal continuous-time stochastic models for the individual assets. The paper [5] gives a closed form approximation formula…

证券定价 · 定量金融 2023-02-20 Dongdong Hu , Hasanjan Sayit , Frederi Viens

The vast majority of works on option pricing operate on the assumption of risk neutral valuation, and consequently focus on the expected value of option returns, and do not consider risk parameters, such as variance. We show that it is…

证券定价 · 定量金融 2012-04-17 Adi Ben-Meir , Jeremy Schiff

We propose a versatile Monte-Carlo method for pricing and hedging options when the market is incomplete, for an arbitrary risk criterion (chosen here to be the expected shortfall), for a large class of stochastic processes, and in the…

凝聚态物理 · 物理学 2007-05-23 Benoît Pochart , Jean-Philippe Bouchaud

We discuss the pricing and hedging of volatility options in some rough volatility models. First, we develop efficient Monte Carlo methods and asymptotic approximations for computing option prices and hedge ratios in models where…

证券定价 · 定量金融 2019-01-31 Blanka Horvath , Antoine Jacquier , Peter Tankov

This paper studies Markov perfect equilibria in a repeated duopoly model where sellers choose algorithms. An algorithm is a mapping from the competitor's price to own price. Once set, algorithms respond quickly. Customers arrive randomly…

理论经济学 · 经济学 2022-07-04 Rohit Lamba , Sergey Zhuk

We present a simple, fast, and accurate method for pricing a variety of discretely monitored options in the Black-Scholes framework, including autocallable structured products, single and double barrier options, and Bermudan options. The…

计算金融 · 定量金融 2019-06-04 Min Huang , Guo Luo

We introduce a new model of financial market with stochastic volatility driven by an arbitrary H\"older continuous Gaussian Volterra process. The distinguishing feature of the model is the form of the volatility equation which ensures the…

数理金融 · 定量金融 2024-07-16 Giulia Di Nunno , Yuliya Mishura , Anton Yurchenko-Tytarenko

We present a theory of option pricing and hedging, designed to address non-perfect arbitrage, market friction and the presence of `fat' tails. An implied volatility `smile' is predicted. We give precise estimates of the residual risk…

凝聚态物理 · 物理学 2016-08-31 Jean-Philippe Bouchaud , Giulia Iori , Didier Sornette

The problem of European-style option pricing in time-changed L\'{e}vy models in the presence of compound Poisson jumps is considered. These jumps relate to sudden large drops in stock prices induced by political or economical hits. As the…

概率论 · 数学 2020-01-10 Roman V. Ivanov , Katsunori Ano

We present a numerical method for the frequent pricing of financial derivatives that depends on a large number of variables. The method is based on the construction of a polynomial basis to interpolate the value function of the problem by…

计算金融 · 定量金融 2017-09-27 Javier de Frutos , Victor Gaton

We develop a multi-curve term structure setup in which the modelling ingredients are expressed by rational functionals of Markov processes. We calibrate to LIBOR swaptions data and show that a rational two-factor lognormal multi-curve model…

数理金融 · 定量金融 2015-02-27 Stephane Crepey , Andrea Macrina , Tuyet Mai Nguyen , David Skovmand

We consider the numerical approximation of the quantile hedging price in a non-linear market. In a Markovian framework, we propose a numerical method based on a Piecewise Constant Policy Timestepping (PCPT) scheme coupled with a monotone…

计算金融 · 定量金融 2021-02-17 Cyril Bénézet , Jean-François Chassagneux , Christoph Reisinger

We study a maturity randomization technique for approximating optimal control problems. The algorithm is based on a sequence of control problems with random terminal horizon which converges to the original one. This is a generalization of…

概率论 · 数学 2008-12-10 Bruno Bouchard , Nicole El Karoui , Nizar Touzi