General multilevel Monte Carlo methods for pricing discretely monitored Asian options
N Kahale - European Journal of Operational Research, 2020 - Elsevier
We describe general multilevel Monte Carlo methods that estimate the price of an Asian
option monitored at m fixed dates. For a variety of processes that can be simulated exactly …
option monitored at m fixed dates. For a variety of processes that can be simulated exactly …
On sample average approximation algorithms for determining the optimal importance sampling parameters in pricing financial derivatives on Lévy processes
We formulate the problem of determining the optimal importance sampling measure change
for pricing financial derivatives under Lévy processes as a parametric optimization problem …
for pricing financial derivatives under Lévy processes as a parametric optimization problem …
A generalized European option pricing model with risk management
C Feng, J Tan, Z Jiang, S Chen - Physica A: Statistical Mechanics and its …, 2020 - Elsevier
Risk control systems in financial markets with numerous innovative financial products are
characterized by infrequent and significant fluctuations (eg, financial crises and minor …
characterized by infrequent and significant fluctuations (eg, financial crises and minor …
Closed‐form approximations for spread options in Lévy markets
We provide new closed‐form approximations for the pricing of spread options in three
specific instances of exponential Lévy markets, ie, when log‐returns are modeled as …
specific instances of exponential Lévy markets, ie, when log‐returns are modeled as …
Variance reduction for Asian options under a general model framework
We present a new variance reduction method for Asian options under a general model
framework. The three special cases we consider are Lévy processes, Heston stochastic …
framework. The three special cases we consider are Lévy processes, Heston stochastic …
A general control variate method for multi-dimensional SDEs: An application to multi-asset options under local stochastic volatility with jumps models in finance
K Shiraya, A Takahashi - European Journal of Operational Research, 2017 - Elsevier
This paper presents a new control variate method for general multi-dimensional stochastic
differential equations (SDEs) including jumps in order to reduce the variance of Monte Carlo …
differential equations (SDEs) including jumps in order to reduce the variance of Monte Carlo …
Dynamic programming for valuing American options under a variance‐gamma process
H Ben‐Ameur, R Chérif… - Journal of Futures Markets, 2020 - Wiley Online Library
Lévy processes provide a solution to overcome the shortcomings of the lognormal
hypothesis. A growing literature proposes the use of pure‐jump Lévy processes, such as the …
hypothesis. A growing literature proposes the use of pure‐jump Lévy processes, such as the …
Optimal search for parameters in Monte Carlo simulation for derivative pricing
CJ Wang, MY Kao - European Journal of Operational Research, 2016 - Elsevier
This paper provides a novel and general framework for the problem of searching parameter
space in Monte Carlo simulations. We propose a deterministic online algorithm and a …
space in Monte Carlo simulations. We propose a deterministic online algorithm and a …
A general control variate method for Lévy models in finance
K Shiraya, H Uenishi, A Yamazaki - European Journal of Operational …, 2020 - Elsevier
This study proposes a new control variate method for Lévy models in finance. Our method
generates a process of the control variate whose initial and terminal values coincide with …
generates a process of the control variate whose initial and terminal values coincide with …
Pricing discrete double barrier options under Lévy processes: An extension of the method by Milev and Tagliani
S Xiao, S Ma - Finance Research Letters, 2016 - Elsevier
We investigate pricing issue of discrete-double barrier options under Lévy processes. We
first derive an analytical pricing formula, which is no longer applicable when the monitoring …
first derive an analytical pricing formula, which is no longer applicable when the monitoring …