The role of sensitivity analysis in financial modeling

被引:0
|
作者
Campolongo, F [1 ]
Rossi, A [1 ]
Saltelli, A [1 ]
机构
[1] Commiss European Communities, Joint Res Ctr, I-21020 Ispra, VA, Italy
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Managing risk is one of the most challenging tasks in finance. In this paper it is shown how this problem can be tackled by using uncertainty and sensitivity analysis. These disciplines, that have proved to be effective in several fields, have not been sufficiently employed in financial settings. Through a simple exercise, whose goal is the pricing of an interest rate derivative, the benefits achieved by exploiting uncertainty and sensitivity analysis are presented.
引用
收藏
页码:241 / 247
页数:7
相关论文
共 50 条
  • [31] Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling
    Livingood, Patrick C.
    AMERICAN ANTIQUITY, 2022, 87 (02) : 426 - 427
  • [32] SENSITIVITY ANALYSIS APPLICATIONS IN MATHEMATICAL-MODELING
    CURTEANU, S
    UNGUREANU, S
    REVISTA DE CHIMIE, 1995, 46 (07): : 667 - 673
  • [33] SENSITIVITY ANALYSIS IN FLOOD MODELING OF FLAT AREAS
    Sole, Aurelia
    Giosa, Luciana
    Cantisani, Andrea
    Statuto, Dina
    Nole, Lucia
    ITALIAN JOURNAL OF ENGINEERING GEOLOGY AND ENVIRONMENT, 2011, : 103 - 113
  • [34] Uncertainty and sensitivity analysis techniques for hydrologic modeling
    Mishra, Srikanta
    JOURNAL OF HYDROINFORMATICS, 2009, 11 (3-4) : 282 - 296
  • [35] SENSITIVITY ANALYSIS OF COMPLEX DYNAMIC SYSTEM MODELING
    LIU, AQ
    LIM, SP
    LIEW, KM
    JSME INTERNATIONAL JOURNAL SERIES C-DYNAMICS CONTROL ROBOTICS DESIGN AND MANUFACTURING, 1993, 36 (02): : 209 - 213
  • [36] Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling
    Rubio-Campillo, Xavier
    EUROPEAN JOURNAL OF ARCHAEOLOGY, 2017, 20 (03) : 565 - 568
  • [37] Aeroservoelastic modeling and sensitivity analysis with strain actuators
    Karpel, Moti
    Moulin, Boris
    Journal of Aircraft, 1600, 43 (04): : 1235 - 1241
  • [38] STRUCTURAL MODELING AND SENSITIVITY ANALYSIS OF SHAPE OPTIMIZATION
    GU, Y
    CHENG, G
    STRUCTURAL OPTIMIZATION, 1993, 6 (01): : 29 - 37
  • [39] TRANSPORT MODELING - SENSITIVITY ANALYSIS AND POLICY TESTING
    BONSALL, PW
    CHAMPERNOWNE, AF
    MASON, AC
    WILSON, AG
    PROGRESS IN PLANNING, 1977, 7 : 153 - 237
  • [40] Financial product sensitivity predicts financial health
    Greenberg, Adam Eric
    Sussman, Abigail B.
    Hershfield, Hal E.
    JOURNAL OF BEHAVIORAL DECISION MAKING, 2020, 33 (01) : 15 - 26