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
XTX Markets’ US sales head joins rival IMC Trading
Benjamin Klixball takes up new role at Dutch prop trader in New York
Hong Kong biotech: from niche exposure to broader product ecosystem
Hong Kong’s biotech market is maturing from a niche thematic allocation into a broader capital markets proposition
Doubts swirl over future of FX cartel case
Group of banks accused of manipulation have filed for the class action to be dismissed
Liquidity on Kalshi, Polymarket ‘too thin’ for institutional use
Patchy trade flows cause outsize market impact for financial events, research from Risk.net shows
Is alt data betting on prediction markets?
While offering a rich source of new data, legal uncertainties remain
Deutsche Bank takes on custodians with automated FX service
Bank claims integration of HausFX with BlackRock’s Aladdin can help cut costs by up to 90%
Treasury mulls investing cash in repo. Experts aren’t convinced.
Putting idle cash to work would earn paltry returns and perhaps depress private lending activity, say sceptics
SocGen is getting into the systematic equity dispersion game
New single-stock options index is first step to plugging a gap in the bank’s QIS business