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 …

On sample average approximation algorithms for determining the optimal importance sampling parameters in pricing financial derivatives on Lévy processes

G Jiang, C Xu, MC Fu - Operations Research Letters, 2016 - Elsevier
We formulate the problem of determining the optimal importance sampling measure change
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 …

Closed‐form approximations for spread options in Lévy markets

J Van Belle, S Vanduffel, J Yao - Applied Stochastic Models in …, 2019 - Wiley Online Library
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 …

Variance reduction for Asian options under a general model framework

KD Dingec, H Sak, W Hörmann - Review of Finance, 2015 - academic.oup.com
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 …

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 …

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 …

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 …

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 …

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 …