Monte Carlo Simulation in Financial Modeling

被引:0
|
作者
Simsek, Koray D. [1 ]
机构
[1] Rollins Coll, Crummer Grad Sch Business, Finance, Winter Pk, FL 32789 USA
来源
JOURNAL OF PORTFOLIO MANAGEMENT | 2023年 / 49卷 / 09期
关键词
OPTIONS;
D O I
暂无
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Models in asset management require consideration of uncertainty. Monte Carlo simulation is a popular quantitative tool that assigns random values to input variables in order to draw inferences about an uncertain outcome. This article explains and illustrates the main characteristics of Monte Carlo simulation and presents examples for its application in option pricing, portfolio insurance, and portfolio risk management.
引用
收藏
页码:178 / 188
页数:11
相关论文
共 50 条
  • [41] Monte Carlo methods in financial engineering
    Cont, R
    QUANTITATIVE FINANCE, 2004, 4 (04) : C46 - C47
  • [42] Monte Carlo methods in financial engineering
    Zhigljavsky, A
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2006, 57 (02) : 229 - 230
  • [43] Monte Carlo modelling of financial derivatives
    Popovici, SA
    VIRTUAL WORLDS OF PRECISION: COMPUTER-BASED SIMULATIONS IN THE SCIENCES AND SOCIAL SCIENCES, 2005, 1 : 105 - 117
  • [44] Modeling of vision loss due to vitreous hemorrhage by Monte Carlo simulation
    Al-Saeed, Tarek A.
    El-Zaiat, Sayed Y.
    JOURNAL OF BIOMEDICAL OPTICS, 2014, 19 (08) : 085009
  • [45] Study and modeling of a CdS /PbS betavoltaic cell by Monte Carlo simulation
    Moughli, H.
    Azeddine, B.
    Tiouti, Z.
    Rajczyk, M.
    CHALCOGENIDE LETTERS, 2023, 20 (03): : 227 - 233
  • [46] Modeling Software Rejuvenation on a Redundant System Using Monte Carlo Simulation
    Malefaki, Sonia
    Koutras, Vasilis P.
    Platis, Agapios N.
    23RD IEEE INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING WORKSHOPS (ISSRE 2012), 2012, : 277 - 282
  • [47] Drag coefficient modeling for grace using Direct Simulation Monte Carlo
    Mehta, Piyush M.
    McLaughlin, Craig A.
    Sutton, Eric K.
    ADVANCES IN SPACE RESEARCH, 2013, 52 (12) : 2035 - 2051
  • [48] Acceptor-Doped Ferroelectric Modeling via Monte Carlo Simulation
    Sucharitakul, Sukrit
    Yimnirun, Rattikorn
    Laosiritaworn, Yongyut
    ASIAN CERAMIC SCIENCE FOR ELECTRONICS III AND ELECTROCERAMICS IN JAPAN XII, 2010, 421-422 : 231 - +
  • [49] STRUCTURAL MODELING OF GLASSES USING REVERSE MONTE-CARLO SIMULATION
    KEEN, DA
    MCGREEVY, RL
    NATURE, 1990, 344 (6265) : 423 - 425
  • [50] Modeling ion-molecule collision using Monte Carlo simulation
    Mishra, P. M.
    Kadhane, U.
    17TH INTERNATIONAL CONFERENCE ON THE PHYSICS OF HIGHLY CHARGED IONS, 2015, 583