Results 11 to 20 of about 11,121 (220)

Geometric Fractional Brownian Motion Perturbed by Fractional Ornstein-Uhlenbeck Process and Application on KLCI Option Pricing

open access: bronzeOALib, 2016
This paper presents an enhanced model of geometric fractional Brownian motion where its volatility is assumed to be stochastic volatility model that obeys fractional Ornstein-Uhlenbeck process. The method of estimation for all parameters (α, β, m, μ, H1, and H2) in this model is derived.
Mohammed Alhagyan   +2 more
openalex   +4 more sources

Evaluation of Geometric Asian Power Options under Fractional Brownian Motion

open access: goldJournal of Mathematical Finance, 2013
Modern option pricing techniques are often considered among the most mathematical complex of all applied areas of financial mathematics. In particular, the fractional Brownian motion is proper to model the stock dynamics for its long-range dependence.
Zhijuan Mao, Liang Zhian
openalex   +4 more sources

On the Approximation of Geometric Fractional Brownian Motion [PDF]

open access: closed, 2009
We give an approximation to geometric fractional Brownian motion. The approximation is a simple corollary to a ‘teletraffic’ functional central limit theorem by Gaigalas and Kaj in (Bernoulli 9:671–703, 2003). We analyze the central limit theorem of Gaigalas and Kaj from the point of view of semimartingale limit theorems to have a better understanding ...
Esko Valkeila
openalex   +3 more sources

Modeling the price of Bitcoin with geometric fractional Brownian motion: a Monte Carlo approach

open access: green, 2017
The long-term dependence of Bitcoin (BTC), manifesting itself through a Hurst exponent $H>0.5$, is exploited in order to predict future BTC/USD price. A Monte Carlo simulation with $10^4$ geometric fractional Brownian motion realisations is performed as extensions of historical data. The accuracy of statistical inferences is 10\%.
Mariusz Tarnopolski
openalex   +4 more sources

Deposit Insurance Pricing of Excess Reinsurance Based on Geometric Fractional Brownian Motion

open access: bronzeAdvances in Applied Mathematics, 2015
在假定银行资产服从几何分数布朗运动的前提下,建立了溢额再保险存款保险定价模型,并利用保险精算方法推导出存款保险定价公式。最后选取了我国四大国有银行进行了实证分析,结果表明存款保险费率与银行资产波动率呈现一定的正相关性,且再保险费率均低于原保险费率。因此,所建立的基于几何分数布朗运动的溢额再保险的存款保险定价模型更能反映实际。 Under the assumption of bank assets subject to geometric fractional Brownian motion, the deposit insurance pricing model of excess reinsurance is established.
海梅 刘
openalex   +3 more sources

Time-fractional geometric Brownian motion from continuous time random walks

open access: closedPhysica A: Statistical Mechanics and its Applications, 2019
Abstract We construct a time-fractional geometric Fokker–Planck equation from the diffusion limit of a continuous time random walk with a power law waiting time density, and a biased multiplicative jump length density dependent on the particles’ current position.
Christopher N. Angstmann   +2 more
openalex   +4 more sources

Geometric Asian option pricing under the environment of a mixed fractional Brownian motion and discrete dividend payments

open access: bronzeFilomat
In this paper, the price process for underlying assets is modeled as a mixed fractional Brownian motion (MFBM) to account for the long memory in financial markets and remove arbitrage opportunities. Furthermore, the issue of the behaviors of price options with known discrete cash dividends on the under-lying asset is taken into account.
Wenjie Liang   +4 more
openalex   +2 more sources

Stock Prediction Model Based on Mixed Fractional Brownian Motion and Improved Fractional-Order Particle Swarm Optimization Algorithm

open access: yesFractal and Fractional, 2022
As one of the main areas of value investing, the stock market attracts the attention of many investors. Among investors, market index movements are a focus of attention.
Hongwen Hu   +3 more
doaj   +1 more source

The effects of incorporating memory and stochastic volatility into GBM to forecast exchange rates of Euro

open access: yesAlexandria Engineering Journal, 2022
The performance of financial trading in any country depends significantly on the role of exchange rate, specifically the activity of international trading.
Mohammed Alhagyan
doaj   +1 more source

Incorporating stochastic volatility and long memory into geometric Brownian motion model to forecast performance of Standard and Poor's 500 index

open access: yesAIMS Mathematics, 2023
It is known in the financial world that the index price reveals the performance of economic progress and financial stability. Therefore, the future direction of index prices is a priority of investors.
Mohammed Alhagyan, Mansour F. Yassen
doaj   +1 more source

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