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We show that a pathwise stochastic integral with respect to fractional Brownian motion with an adapted integrand $g$ can have any prescribed distribution, moreover, we give both necessary and sufficient conditions when random variables can…

概率论 · 数学 2013-03-22 Yuliya Mishura , Georgiy Shevchenko , Esko Valkeila

Calibration to a surface of option prices requires specifying a suitably flexible martingale model for the discounted asset price under a risk-neutral measure. Assuming Brownian noise and mean-square integrability, we construct an…

数理金融 · 定量金融 2026-02-19 Pere Diaz-Lozano , Thomas K. Kloster

We provide a unified framework for modeling LIBOR rates using general semimartingales as driving processes and generic functional forms to describe the evolution of the dynamics. We derive sufficient conditions for the model to be…

数理金融 · 定量金融 2016-07-12 Kathrin Glau , Zorana Grbac , Antonis Papapantoleon

We study the semimartingale properties for the generalized fractional Brownian motion (GFBM) introduced by Pang and Taqqu (2019) and discuss the applications of the GFBM and its mixtures to financial asset pricing. The GFBM is self-similar…

概率论 · 数学 2024-09-16 Tomoyuki Ichiba , Guodong Pang , Murad S. Taqqu

In this paper, we introduce and analyze the fractional Barndorff-Nielsen and Shephard (BN-S) stochastic volatility model. The proposed model is based upon two desirable properties of the long-term variance process suggested by the empirical…

数理金融 · 定量金融 2022-01-26 Nicholas Salmon , Indranil SenGupta

Trade prices of about 1000 New York Stock Exchange-listed stocks are studied at one-minute time resolution over the continuous five year period 2018--2022. For each stock, in dollar-volume-weighted transaction time, the discrepancy from a…

证券定价 · 定量金融 2023-05-16 William H. Press

Based on criteria of mathematical simplicity and consistency with empirical market data, a stochastic volatility model is constructed, the volatility process being driven by fractional noise. Price return statistics and asymptotic behavior…

概率论 · 数学 2008-12-02 Rui Vilela Mendes , M. J. Oliveira

We consider a financial market in which two securities are traded: a stock and an index. Their prices are assumed to satisfy the Black-Scholes model. Besides assuming that the index is a tradable security, we also assume that it is…

投资组合管理 · 定量金融 2011-09-26 Vladimir Vovk

Financial time series exhibit a number of interesting properties that are difficult to explain with simple models. These properties include fat-tails in the distribution of price fluctuations (or returns) that are slowly removed at longer…

统计金融 · 定量金融 2013-11-19 Raoul Golan , Austin Gerig

Regarding the intraday sequence of high frequency returns of the S&P index as daily realizations of a given stochastic process, we first demonstrate that the scaling properties of the aggregated return distribution can be employed to define…

交易与市场微观结构 · 定量金融 2013-07-16 Fulvio Baldovin , Francesco Camana , Massimiliano Caporin , Michele Caraglio , Attilio L. Stella

In usual stochastic volatility models, the process driving the volatility of the asset price evolves according to an autonomous one-dimensional stochastic differential equation. We assume that the coefficients of this equation are smooth.…

概率论 · 数学 2011-10-19 Benjamin Jourdain , Mohamed Sbai

We present a model of financial markets originally proposed for a turbulent flow, as a dynamic basis of its intermittent behavior. Time evolution of the price change is assumed to be described by Brownian motion in a power-law potential,…

统计力学 · 物理学 2009-11-07 Naoki Kozuki , Nobuko Fuchikami

This paper is concerned with asymptotic behavior of a variety of functionals of increments of continuous semimartingales. Sampling times are assumed to follow a rather general discretization scheme. If an underlying semimartingale is…

概率论 · 数学 2024-10-04 Michael Levine , Xiaoguang Wang , Jian Frank Zou

In this paper we study the path-regularity and martingale properties of the set-valued stochastic integrals defined in our previous work Ararat et al. (2023). Such integrals have some fundamental differences from the well-known…

概率论 · 数学 2023-08-28 Çağın Ararat , Jin Ma

Based on empirical market data, a stochastic volatility model is proposed with volatility driven by fractional noise. The model is used to obtain a risk-neutrality option pricing formula and an option pricing equation.

其他凝聚态物理 · 物理学 2008-12-02 Rui Vilela Mendes , Maria Joao Oliveira

We give an explicit formula for the probability distribution based on a relativistic extension of Brownian motion. The distribution 1) is properly normalized and 2) obeys the tower law (semigroup property), so we can construct martingales…

数理金融 · 定量金融 2017-03-08 Zura Kakushadze

We study the optimal investment and proportional reinsurance problem of an insurance company, whose investment preferences are described via a forward dynamic utility of exponential type in a stochastic factor model allowing for a possible…

数理金融 · 定量金融 2022-10-20 Katia Colaneri , Alessandra Cretarola , Benedetta Salterini

A concept of martingale-fair index of return, consistent with Arbitrage Free Pricing Theory, is introduced. An explicit formula for the average rate of return of a group of investment/pension funds in a discrete time stochastic model is…

投资组合管理 · 定量金融 2015-01-16 Leslaw Gajek , Marek Kaluszka

We describe a model for evolving commodity forward prices that incorporates three important dynamics which appear in many commodity markets: mean reversion in spot prices and the resulting Samuelson effect on volatility term structure,…

证券定价 · 定量金融 2017-08-10 Mark Higgins

We derive a model based on the structure of dependence between a Brownian motion and its reflection according to a barrier. The structure of dependence presents two states of correlation: one of comonotonicity with a positive correlation…

概率论 · 数学 2021-01-11 Thomas Deschatre