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OFR_2016_Financial-Stability-Report

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cause more-prudent CCPs to appear more precariously<br />

positioned than less-prudent CCPs.<br />

Regulators Conduct Stress Tests<br />

Clearing members and regulators can use stress tests to<br />

evaluate the vulnerability of CCPs and the potential systemic<br />

impacts of a distressed CCP. Disclosure of stress<br />

test results helps the public assess the resilience of CCPs.<br />

Although stress tests use confidential data, publishing<br />

the results of stress tests need not violate confidentiality.<br />

In April <strong>2016</strong>, European regulators published<br />

results of the first market-wide stress test of European<br />

CCPs (see ESMA, 2015). The tests used data from<br />

the CCPs for three days in the fourth quarter of 2014.<br />

The results included a description of the methodology<br />

and “reverse stress tests.” The reverse tests described<br />

the number of clearing member failures that would be<br />

required to exhaust the prefunded amount and callable<br />

resources of a CCP. The stress test focused on counterparty<br />

credit risk. It did not consider liquidity, operational<br />

risk, or reinvestment risk. The test identified<br />

potential shortcomings. The report on the results also<br />

made recommendations to national supervisors.<br />

The stress test involved 17 CCPs in the EU that<br />

clear securities or derivatives, including the European<br />

subsidiaries of U.S.-based CME, ICE, and Nasdaq.<br />

Together, the CCPs had more than 900 clearing members.<br />

Thirteen consolidated financial firms belonged to<br />

more than 10 CCPs.<br />

The methodology differs from stress testing of large<br />

banks in that it reflects the network effects between<br />

CCPs and their clearing members. The network of<br />

clearing members can be stressed only if two things<br />

happen at the same time. First, common exposures<br />

result in a sharp loss in value on broad classes of assets.<br />

Second, at the same time, there is a failure of particular<br />

clearing members whose credit risks had been mutualized<br />

through the guarantee fund and callable obligations<br />

to the CCPs.<br />

In the EU stress test, 74 percent of default resources<br />

among all 17 CCPs came from margin or collateral.<br />

About 17 percent came from callable assessments on<br />

clearing members, followed by 9 percent from paid-in<br />

guarantee fund contributions, and 0.2 percent from<br />

the CCPs’ own equity. These proportions suggest that<br />

default waterfalls of EU CCPs are similar to those of<br />

U.S. CCPs, based on the quantitative disclosures.<br />

The stress test results also provided information<br />

about concentration in CCPs. The test found that the<br />

largest 10 clearing members accounted for 50 percent<br />

of all the paid-in guarantee fund contributions in the<br />

system. The report concluded that individual CCPs<br />

face higher degrees of concentration than the system as<br />

a whole.<br />

The reverse stress test showed that the system could<br />

absorb the largest 10 clearing member failures with no<br />

shortfall in total resources and a €100 million ($112<br />

million) shortfall in prefunded resources. A breach in<br />

excess of €100 million would occur after the four largest<br />

clearing members at each CCP failed.<br />

The report also included a more severe stress scenario<br />

in which every CCP’s two largest clearing members<br />

failed at the same time. The severe test showed a<br />

shortfall in prefunded resources. The shortfall reached<br />

€10 billion ($11 billion), and then increased to €40<br />

billion ($45 billion) when up to 10 clearing members<br />

defaulted under other, harsher scenarios defined by<br />

larger asset price movements and default frequencies.<br />

The report concluded that even under extreme<br />

stress scenarios, there would be no uncovered losses and<br />

the maximum amount of assessments beyond the guarantee<br />

fund would be €1.9 billion ($2.1 billion).<br />

This first EU-wide stress test represents a clear<br />

advance in assessing stability in financial market infrastructure.<br />

Limitations, mentioned in the report, include<br />

the small number of days during which the exposures<br />

were measured and stressed, as well as the sole focus<br />

on credit risk to the exclusion of liquidity, operational,<br />

and other risks. The stress scenarios did not include the<br />

dynamic effect of a change in market exposures from<br />

increased market volatility that might precede the<br />

failure of one or more large clearing members.<br />

In November <strong>2016</strong>, the CFTC published the results<br />

of a joint stress test of the five largest CCPs registered<br />

with the agency: CME Clearing, ICE Clear Credit,<br />

56 <strong>2016</strong> | <strong>OFR</strong> <strong>Financial</strong> <strong>Stability</strong> <strong>Report</strong>

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