Article: Cross Margining at Eurex Clearing | An Explanation | Part 1 of 305 August 2014 | Byron Baldwin
This is part one of three parts, a long article with my explanation of how the Eurex cross-margin solution has been built, how it operates and how this can benefit members of Eurex Clear. Part 2 will cover margin modelling and combining OTC and ETD products in a single margin model along with hedge ratios and practical considerations. Part 3 will contain estimates of the benefits and next steps. Eurex and I are always keen to hear feedback on these articles, and the underlying issues - please make contact via the comments, or direct via my profile on the site. Byron Baldwin, August 2014.
What is cross margining and why is everybody talking about it?
For many years the OTC market has been generally outside of the clearing realm, relying on bilateral collateral agreements to mitigate credit risk. Exchange products on the other hand, have been subject to clearing for a very long time. New regulations being applied to OTC markets are re-shaping the bilateral relationships into something much closer to the exchange world, and Eurex Clearing is now positioned to combine both markets to bring reductions in margin costs and a cross-market risk management approach.
What is Prisma?
Eurex Clearing Prisma, short for Portfolio Risk Management, is the new method which calculates risk across underlying products and even across multiple markets cleared by Eurex Clearing. The clearing house is moving all its cleared products to Prisma over time, starting in 2013 with all equity and equity index products and, with release 2 in May 2014, moved all fixed income products to this advanced risk method. The latest release not only offers the ability to benefit from portfolio margining within an asset class but also to additionally offset the OTC and ETD markets. Alongside the development of Prisma is the fundamental concept of liquidation groups, providing a framework for managing risk of similar products in a common way and offering full margin offsetting within these product groups.
What is a Liquidation Group?
A Clearing Member’s portfolio typically features a diverse structure, size and/or complexity. Given that complexity, and due to the general handling principles laid out in the default management process, it is usually impossible to liquidate an entire portfolio in one single transaction. Therefore, Prisma introduced the concept of liquidation groups.
A liquidation group combines cleared products across markets cleared by Eurex Clearing that share similar risk profiles. Liquidation groups serve as a cornerstone of the Prisma portfolio-based risk management method and offer full margin offsetting capabilities per group.
- Liquidation groups are pre-defined; they exist irrespective of a clearing member default.
- Setup of liquidation groups, i.e. what products go into the available groups, is a matter of liquidation process style, risk factor proximity, hedging and pricing ability.
- Portfolio risk margin offsets are only granted within these pre-defined liquidation groups.
- Each liquidation group has a fixed holding period that reflects the time estimated to analyze, hedge and auction the respective products. An expected holding period can be between two to five days, depending on the liquidation group, and is the basis for margin calculation at the same time. Equities, for example, are calculated with a four-day holding period (i.e. four-day P&Ls), listed fixed income are calculated with two and OTC products – for regulatory reasons – with five days
These liquidation groups are a CCP-wide concept; they are not specific to any member portfolio and are a building block for risk management.
How does the margin modelling actually work?
The development of clearing for OTC products in 2012 brought with it a more sophisticated approach to margin calculation, in particular Value at Risk (VaR). The need for VaR is driven by the long term nature of OTC products, with interest rate swaps reaching out to 50 year terms, potentially making a portfolio more reactive to market conditions and margin requirements than the ETD market going out to around two years. While the older method, the SPAN-like Risk-Based-Margining (RBM) for the listed world was appropriate to calculate ETD exposure, it is no longer sufficient enough to deal with OTC IRS risk. As a consequence, Eurex Clearing decided to introduce a new VaR-based approach and ultimately to use it for all asset classes under the Eurex Clearing umbrella. This was the decision leading to a consolidated margin calculation method, providing a unique approach across product classes and offering margin offsets where there had not been any in the past.
VaR is a statistical method with alternative approaches to practical implementation. The most popular approach is that of Historical Simulation, where the prior history of the market is used to simulate the behaviour of the current portfolio of trades to derive the outcome of market scenarios. With these portfolio simulation scenarios, a CCP then has choices in how to select the amount of margin, one being Worst Case Loss (WCL), another being Expected Shortfall. In order to end up with the most sophisticated and advanced risk calculation method on the market, the Prisma VaR model takes into account multiple factors to calculate margin for a portfolio including:
- 750 filtered historical scenarios
- 250 un-filtered stress scenarios
- Adjustment for correlation breaks and model error
- Adjustment for liquidity along the yield curve
- Adjustment for expiry risk
What are the benefits?
There are multiple benefits attached to the general setup – both for clearing members and the clearing house alike.
Clearing members obviously benefit from the fact that with Prisma margins are not calculated on a granular product underlying level anymore but rather on a liquidation group-wide portfolio approach. This alone caters for margin reductions of up to 70% depending on the individual participant’s portfolio structure. For instance, well-balanced, non-directional positions benefit more due to larger offsetting positions.
With Prisma release 2, and the introduction of listed fixed income products, a whole new level of margin savings is achieved, as members now are able to hold their ETD exposure together with their OTC risk in one single liquidation group. If a member default were to occur, the clearing house would treat this liquidation group as a joint portfolio and hedge and auction it off together. This is the main reason Eurex Clearing can factor in the margin offsetting right from the millisecond members clear a position, be it ETD or OTC.
Just by activating the cross margin optimiser, Buy Side and Sell Side alike get to potentially save up to 60-70% margin cost due to the fact that, for instance, a Bund future serves as a natural hedge against a 10y interest rate swap in the fixed income liquidation group.
Part 2 follows here, your thoughts welcome... Byron.