Gueorgui S. Konstantinov, Irene E. Aldridge, Hossein Kazemi
{"title":"Financial Networks and Portfolio Management","authors":"Gueorgui S. Konstantinov, Irene E. Aldridge, Hossein Kazemi","doi":"10.3905/jpm.2023.1.525","DOIUrl":null,"url":null,"abstract":"This article aims to provide information on how networks gauge and visualize complex interactions and relationships between assets, factors, or other economic variables. The authors show that networks are helpful in portfolio and risk management and explain the important properties and metrics that describe networks and show examples of network applications. They discuss how the different types of networks—information, technological, social, and biological—have common properties that find their justification in finance and can be used in portfolio and risk management. Understanding the building elements of graphs and appropriate metrics provides valuable tools for researchers to deal with interacting risk entities. The article highlights and provides examples of how networks can be among the most complex graphs, and their use in portfolio management is bright and promising.","PeriodicalId":53670,"journal":{"name":"Journal of Portfolio Management","volume":"49 1","pages":"190 - 216"},"PeriodicalIF":1.1000,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Portfolio Management","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.3905/jpm.2023.1.525","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 0
Abstract
This article aims to provide information on how networks gauge and visualize complex interactions and relationships between assets, factors, or other economic variables. The authors show that networks are helpful in portfolio and risk management and explain the important properties and metrics that describe networks and show examples of network applications. They discuss how the different types of networks—information, technological, social, and biological—have common properties that find their justification in finance and can be used in portfolio and risk management. Understanding the building elements of graphs and appropriate metrics provides valuable tools for researchers to deal with interacting risk entities. The article highlights and provides examples of how networks can be among the most complex graphs, and their use in portfolio management is bright and promising.
期刊介绍:
Founded by Peter Bernstein in 1974, The Journal of Portfolio Management (JPM) is the definitive source of thought-provoking analysis and practical techniques in institutional investing. It offers cutting-edge research on asset allocation, performance measurement, market trends, risk management, portfolio optimization, and more. Each quarterly issue of JPM features articles by the most renowned researchers and practitioners—including Nobel laureates—whose works define modern portfolio theory.