Cargando…

Studies of Credit and Equity Markets with Concepts of Theoretical Physics

Financial markets are becoming increasingly complex. The financial crisis of 2008 to 2009 has demonstrated that an improved understanding of the mechanisms embedded in the market is a key requirement for the estimation of financial risk. Recently, concepts of theoretical physics, in particular conce...

Descripción completa

Detalles Bibliográficos
Autor principal: Münnix, Michael C
Lenguaje:eng
Publicado: Springer 2011
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-8348-8328-5
http://cds.cern.ch/record/1399187
_version_ 1780923583760957440
author Münnix, Michael C
author_facet Münnix, Michael C
author_sort Münnix, Michael C
collection CERN
description Financial markets are becoming increasingly complex. The financial crisis of 2008 to 2009 has demonstrated that an improved understanding of the mechanisms embedded in the market is a key requirement for the estimation of financial risk. Recently, concepts of theoretical physics, in particular concepts of complex systems, have proven to be very useful in this regard. Michael C. Münnix analyses the statistical dependencies in financial markets and develops mathematical models using concepts and methods from physics. The author focuses on aspects that played a key role in the emergence of the recent financial crisis: estimation of credit risk, dynamics of statistical dependencies, and correlations on small time-scales. He visualizes the findings for various large-scale empirical studies of market data. The results give novel insights into the mechanisms of financial markets and allow conclusions on how to reduce financial risk significantly.
id cern-1399187
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2011
publisher Springer
record_format invenio
spelling cern-13991872021-04-22T00:47:54Zdoi:10.1007/978-3-8348-8328-5http://cds.cern.ch/record/1399187engMünnix, Michael CStudies of Credit and Equity Markets with Concepts of Theoretical PhysicsGeneral Theoretical PhysicsFinancial markets are becoming increasingly complex. The financial crisis of 2008 to 2009 has demonstrated that an improved understanding of the mechanisms embedded in the market is a key requirement for the estimation of financial risk. Recently, concepts of theoretical physics, in particular concepts of complex systems, have proven to be very useful in this regard. Michael C. Münnix analyses the statistical dependencies in financial markets and develops mathematical models using concepts and methods from physics. The author focuses on aspects that played a key role in the emergence of the recent financial crisis: estimation of credit risk, dynamics of statistical dependencies, and correlations on small time-scales. He visualizes the findings for various large-scale empirical studies of market data. The results give novel insights into the mechanisms of financial markets and allow conclusions on how to reduce financial risk significantly.Springeroai:cds.cern.ch:13991872011
spellingShingle General Theoretical Physics
Münnix, Michael C
Studies of Credit and Equity Markets with Concepts of Theoretical Physics
title Studies of Credit and Equity Markets with Concepts of Theoretical Physics
title_full Studies of Credit and Equity Markets with Concepts of Theoretical Physics
title_fullStr Studies of Credit and Equity Markets with Concepts of Theoretical Physics
title_full_unstemmed Studies of Credit and Equity Markets with Concepts of Theoretical Physics
title_short Studies of Credit and Equity Markets with Concepts of Theoretical Physics
title_sort studies of credit and equity markets with concepts of theoretical physics
topic General Theoretical Physics
url https://dx.doi.org/10.1007/978-3-8348-8328-5
http://cds.cern.ch/record/1399187
work_keys_str_mv AT munnixmichaelc studiesofcreditandequitymarketswithconceptsoftheoreticalphysics