Managing Liquidity Risk: Preparing for Extreme Events Leonard Matz Copyright 2003 The Kamakura Corporation – Confidential Information.
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Managing Liquidity Risk: Preparing for Extreme Events Leonard Matz Copyright 2003 The Kamakura Corporation – Confidential Information Why Stress Test? BIS Guidelines Require Stress Testing “The liquidity strategy should set out the general approach the bank will have to liquidity, including various quantitative and qualitative targets. This strategy should address the bank's goal of protecting financial strength and the ability to withstand stressful events in the marketplace.” Source: paragraph 7, Sound Practices for Managing Liquidity in Banking Organizations Basel Committee on Banking Supervision, Basel February 2000 Copyright 2003 The Kamakura Corporation – Confidential Information 2 What’s Normal / Extreme ? Market Risk ‘normally’ is about ‘Normal Scenarios’ What is normal? – Quantitative tools are applicable. Liquidity Risk is concentrated in “Extreme Scenarios’ What is extreme? … – There is no Canonical Answer – Distinctions are derived from everyday life; however as no consensus can be reached: – They are meaningless in a quantitative context Adapted from material developed by Dr. Robert E Fiedler. Copyright 2003 The Kamakura Corporation – Confidential Information 4 Volatility of Savings Deposits The good news: The bank has not experienced a severe loss of deposits. The bad news: The historical observations tell us NOTHING about a future stress environment. 10,000 8,000 6,000 4,000 2,000 0 -2,000 -4,000 -6,000 -8,000 Red lines indicate 2 SD -10,000 Copyright 2003 The Kamakura Corporation – Confidential Information 5 Measurement and Quantification Processes Probability Stress testing typically applies statistical tools to provide more information about the tail. VaR Extreme Value Theory Other tools Severity of loss Copyright 2003 The Kamakura Corporation – Confidential Information 14 Probability Measurement and Quantification Processes KEY ISSUE We can’t apply the usual statistical tools to liquidity risk stress testing! Severity of loss Very few banks have had the unfortunate experience of a “near death” experience. Those that have don’t have any recent experience. The tail in any one bank’s data simply doesn’t include the sorts of stress experiences that keep liquidity risk managers awake. Copyright 2003 The Kamakura Corporation – Confidential Information 15 Measurement and Quantification Conclusions • Historical observation does not necessarily reflect what might happen (future events) • Modelling a (fat tail) distribution does not solve the problem either: –Outlying point or fat tail? –Risk is not linear in extreme events • The Question is not: ‘What Risk will we get if we push out the quantiles?’ – The answer to that question is only a matter of scaling and is therefore meaningless! • Instead, the question is: ‘Is there a structural change that the bank should model?’ Adapted from material developed by Dr. Robert E Fiedler Copyright 2003 The Kamakura Corporation – Confidential Information 8 Stress Testing Should Reflect Both Internal and External Scenarios • • • • Internal Capital markets disruptions Systemic shocks Payment system disruptions Prolonged global recession External •Credit losses •Operational losses •Problem merger or acquisition Copyright 2003 The Kamakura Corporation – Confidential Information 9 Stress Environments Affect Both Cash Availability And Needs Cash availability: asset liquidity unused funding capacity cost of borrowing Needs: deposit withdrawal undrawn credit facility drawdown collateral pledging Copyright 2003 The Kamakura Corporation – Confidential Information 10 Systemic Crises – A Wide Variety 1987 1990 1991 1992 1994 1995 1997 1998 1999 2000 2001 2002 U.S. stock market crash collapse of U.S. high yield (junk) bond market oil price surge ERM (European Exchange Rate Mechanism) crisis U.S. bond market crash Mexican Crisis Asian crisis Russian default, Ruble collapse. LTCM gold prices TMT (telecommunications, media & technology ) sector collapse September 11 payments system disruption Argentine crisis Copyright 2003 The Kamakura Corporation – Confidential Information 11 Use At Least Three Scenarios 1. Normal course of business, including any seasonal fluctuations: VaR Works here, but who cares? This is not a stress scenario. 2. Bank specific funding crisis 3. Systemic liquidity crisis Copyright 2003 The Kamakura Corporation – Confidential Information 12 It is imperative to use multiple degrees of severity (stress levels) for each need scenario! Copyright 2003 The Kamakura Corporation – Confidential Information 13 Key Facts: The amount of contingent liquidity risk varies depending on the severity of crisis. Crises rarely occur instantaneously. They usually develop in stages. The duration of liquidity crises has ranged from days to over a year. Copyright 2003 The Kamakura Corporation – Confidential Information 14 Stages of a Funding Crisis Copyright 2003 The Kamakura Corporation – Confidential Information 15 From Funding Liquidity Cash Flows to Contingent Liquidity Stress Tests Source: Dr. Michael Reuther Copyright 2003 The Kamakura Corporation – Confidential Information 16 Stress Test Process Source: Dr. Michael Reuther Copyright 2003 The Kamakura Corporation – Confidential Information 17 Forecasting Cash Out-Flows More than Just Contractual Claims • Perception risk • Surviving a liquidity crisis is not the same as successful liquidation. Copyright 2003 The Kamakura Corporation – Confidential Information 18 Stress Test Process Source: Dr. Michael Reuther Copyright 2003 The Kamakura Corporation – Confidential Information 19 Liquidity From Assets Source: Dr. Michael Reuther Copyright 2003 The Kamakura Corporation – Confidential Information 20 Stress Test Process Source: Dr. Michael Reuther Copyright 2003 The Kamakura Corporation – Confidential Information 21 Stress Tests Detail Scenario Economic Political Stress Level Cash Availability Liquid Assets Bills Bonds CP Unused funding capacity Wholesale Commercial Retail Market Bank Payments Specific 1 1 1 1 2 92% 95% 96% 95% 90% 90% 99% 95% 97% 99% 98% 99% 99% 98% 99% 90% 96% 97% 70% 80% 90% 90% 95% 100% 0% 25% 50% 50% 75% 100% Copyright 2003 The Kamakura Corporation – Confidential Information 22 Stress Tests Detail Scenario Stress Level Cash Need Credit Drawdown Risk Wholesale Commercial Retail Deposit Risk Wholesale Commercial Retail Collateral Risk Payments Derivatives Economic 1 Political 1 Market 2 Bank Specific 1 10% 5% 5% 15% 10% 5% 20% 15% 5% 5% 5% 0% 0% 0% 0% 10% 5% 0% 20% 10% 5% 10% 10% 0% 50% 30% 5% 0% 0% 0% 5% 5% 5% 5% 10% 5% Source: Tom Bermingham 5% 10% 50% 0% Copyright 2003 The Kamakura Corporation – Confidential Information Payments 1 23 Should You Forecast Cash In-flows? If you are covering today’s risk with tomorrow’s promises, you are masking risk. But if you fail to include future cash in flows, your projection is incomplete and your forecasted quantity of liquidity need is unrealistically large. Copyright 2003 The Kamakura Corporation – Confidential Information 24 Assumption Relevanancy Is the scenario relevant to your bank? (e.g. foreign exposure, equity exposure, etc.) Is the scenario relevant to your balance sheet? (e.g. core funding versus wholesale funding) Is the scenario relevant to your competitive environment? (e.g. ability to generate new deposits) Does the scenario capture relationships between changes in credit risk, interest rate risk and liquidity risk Copyright 2003 The Kamakura Corporation – Confidential Information 25 Measurement is Not Management Evaluate stress tests to identify major contributors to risk exposures. Requires the ability to “drill down” into detail. Reduce risk exposures if possible. (Topic for another day.) Combine stress testing and limits. Combine stress testing and liquidity contingency planning. Copyright 2003 The Kamakura Corporation – Confidential Information 26 Liquidity Warehousing – the Easy Stuff NOT cash or interbank deposits net funds sales, repos and borrowings – BY TIME PERIOD & SCENARIO unpledged, AFS investment securities loans or portions of loans that can sold quickly (government guaranteed, loan sale channels, securitizations in process) Copyright 2003 The Kamakura Corporation – Confidential Information 27 Adding Liquid Assets – What Do We Accomplish? Liquid Assets Liquid Assets Volatile Liabilities Structural Liquidity Volatile Liabilities Structural Liquidity Deficit Core Assets Deficit Core Funding + Equity Core Assets Copyright 2003 The Kamakura Corporation – Confidential Information Core Funding + Equity 28 Liquid Assets Are Ideal, But … No Bank Can Afford To Hold Enough Liquid Assets to Cover All Contingent Needs in The Worst Scenario at The Highest Stress Level Copyright 2003 The Kamakura Corporation – Confidential Information 29 KEY ISSUE Too little liquidity may kill the bank suddenly but too much can kill it slowly. Copyright 2003 The Kamakura Corporation – Confidential Information 30 Beyond Liquid Assets • Loans can also provide liquidity value – Mortgages as collateral for FHLB borrowings – Salable and securitizable assets where bonds have not yet been issued • A $1 reduction in liquidity risk is just as good as a $1 increase in liquid assets holdings. – Do not have to hold liquid assets, therefore saves the cost In practice, it depends on the scenario and stress level. When is an asset liquid? When is a liability volatile? Copyright 2003 The Kamakura Corporation – Confidential Information 31 Planned Responses to A Crisis: Asset Management Rank all assets by how quickly and easily they can be sold Start preparations for loan sales or securitizations Maintain primary and secondary liquidity from assets warehouses Manage pledging to free up excess collateral Manage pledging to use the least readily salable assets Copyright 2003 The Kamakura Corporation – Confidential Information 32 Most Common Contingency Plan “Our Plan is Draw Down Our Committed Lines” OKAY, BUT … “Every banker knows that if he has to prove that he is worthy of credit, however good may be his arguments, in fact his credit is gone.” Walter Bagehot THE WELL PREPARED NEED BETTER PLANS Copyright 2003 The Kamakura Corporation – Confidential Information 33 Wholesale Funds Providers Are Brutal Arbiters of Creditworthiness • Quickly recognize potential problems • Respond rapidly Copyright 2003 The Kamakura Corporation – Confidential Information 34 Segmenting the Propensity to Withdraw Deposits Insured or Secured Depositors' Reliance On Information Depositors' Relationship With the Bank Overall Assessment of Stability consumers yes low high high small business in part low high medium large commercial no medium medium low banks no high medium medium municipalities yes high medium high capital markets funds providers no high low low Copyright 2003 The Kamakura Corporation – Confidential Information 35 Sensitivity of Funds Providers By Type Very Sensitive to Perceived Deterioration in Credit Quality or Safety money market mutual funds rating sensitive providers pension funds insurance companies other funds providers with fiduciary responsibility broker/dealers regional and money center banks in your country foreign banks large corporations community banks in your market area Only sensitive to credit quality and liquidity when problems are very bad and highly publicized. local, uninsured, unsecured depositors customers who are net borrowers (their loan balances exceed their deposit balances) local, secured funds providers insured depositors Copyright 2003 The Kamakura Corporation – Confidential Information 36 Diversification of Funding Sources 28% 20% 16% 15% 6% Retail Deposits Fiduciary 9% 4% 2% Capital Markets Small/Mid Cap Deposits CP-CD Bank Deposits Central Bank Other Non-Bank Deposits Deposits Should this bank reduce retail deposits and increase fiduciary deposits to improve diversification? Copyright 2003 The Kamakura Corporation – Confidential Information 37 Applying Five Diversification Tools For Wholesale Funding Sources Product type Counterpart Deposit Commercial CD bank CP Central bank Insurance Investment company Corporates Maturity ON 1 month 3 months 6 months 12 months Currency EUR USD JPY GBP Region Continental Europe Americas London Asia Pacific Source: Michael Reuther, Deutsche Bank Copyright 2003 The Kamakura Corporation – Confidential Information 38 Managing Funding Sources Rank, measure, manage for both current needs and for contingent needs. Encourage funding from more sticky sources. Monitor borrowing spreads – not unused borrowing commitments. Take advantage of market conditions to lengthen maturities when possible. Maintain an appropriate amount of time deposits and borrowing with remaining lives greater than 90 days, 180 days and one year. Copyright 2003 The Kamakura Corporation – Confidential Information 39 Wrapping Up Copyright 2003 The Kamakura Corporation – Confidential Information 40 Applying Stress Testing Stress testing is not an end unto itself. Results have to be used in the risk management process. Results should be carefully considered when setting risk limits. Contingency plans for actions such as asset liquidations should be based on stress test results. Copyright 2003 The Kamakura Corporation – Confidential Information 41 Four Essential Liquidity Management Tools 1. Always keep some asset liquidity reserves. This is the insurance cost of liquidity management. But recognize that you cannot and do not want to hold enough for a catastrophe. 2. Extend liability terms to reduce liquidity risk. 3. Be prepared to enhance liquidity quickly at the first signs of increased potential need. 4. Manage cash flow profiles. Copyright 2003 The Kamakura Corporation – Confidential Information 42 For More Information LIQUIDITY RISK MANAGEMENT and SELF PACED A/L MANAGEMENT published by: Sheshunoff Information Services, Inc. 1-800-456-2340 www.sheshunoff.com written by: Leonard Matz, [email protected] Copyright 2003 The Kamakura Corporation – Confidential Information 43