Perturbed Gaussian copula: introducing the skew effect in co-dependence
Gaussian copula models are often used in the industry when single-asset information is quoted but little is known about their joint relation. These models may arise from correlated stochastic Brownian processes with deterministic volatility and correlation. If stochastic volatility is introduced, skewness and fat tails can be included in the co-dependence but analytic tractability is lost. Alberto Elices and Jean-Pierre Fouque show how this analytic tractability is preserved through another copula derived from an asymptotic expansion of the correlated processes with stochastic volatility around the Gaussian copula case
Copula models arise in the market when quoted information about the behaviour of single assets is available but very little is known about their joint relations. Information about the joint distribution of assets is captured in the prices of basket products written on them. However, as a lot of information is embedded in a single price, some assumptions have to be made about the form of the
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact info@risk.net or view our subscription options here: http://subscriptions.risk.net/subscribe
You are currently unable to print this content. Please contact info@risk.net to find out more.
You are currently unable to copy this content. Please contact info@risk.net to find out more.
Copyright Infopro Digital Limited. All rights reserved.
As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (point 2.4), printing is limited to a single copy.
If you would like to purchase additional rights please email info@risk.net
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.
If you would like to purchase additional rights please email info@risk.net
More on Markets
What futures and options say about the cost of war
Spot prices reveal major disruption, futures indicate this will pass, options imply ongoing instability
A Hormuz tipping point may be days away
Agent-based model suggests delays and shortages likely to accelerate after four weeks
Ellington spinout hopes to ease whole-loan investing
Data hurdles have frustrated insurers as they look to increase allocations
SRT deals shelved amid Iran and AI concerns
Simple and risk-reducing deals prioritised as growing fears disrupt synthetic risk-transfer pipeline
Osttra hires four from LSEG as post-trade battle heats up
SwapAgent head Nathan Ondyak returns to Osttra following KKR acquisition
Pimco slashes short dollar forwards at year-end
Counterparty Radar: EUR/USD cuts drive $86.5 billion reduction
Pimco, PGIM say EU securitisation reform falling short
Proposals that lack ambition will fail to revitalise the region’s market, asset managers argue
Beyond epicycles: models must describe markets, not just fit them
Modelling needs to embrace complexity in volatility patterns, says Jean-Philippe Bouchaud