Asset-Liability Management

<body onLoad="MM_checkPlugin('Shockwave Flash','','http://www.riskglossary.com/default_nofl.htm',false);return document.MM_returnValue" stylesrc="../_private/template.htm" bgcolor="#FFFFFF" link="#669933" vlink="#000000" alink="#000000"> <div align="left"> <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="table1"> <tr> <td width="740"> <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" height="37" id="table2"> <tr> <td height="35" width="100%"> <table border="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" cellpadding="0" id="table3"> <tr> <td width="100%" align="left" valign="top"> <p class="header_gold">Asset-Liability Management</td> <td width="45" align="right" valign="bottom"> <map name="FPMap6"> <area href="http://www.contingencyanalysis.com" shape="rect" coords="1, 0, 44, 11" target="_top"> </map> <img border="0" src="../images/home.gif" usemap="#FPMap6" width="45" height="12"></td> </tr> </table> </td> </tr> <tr> <td width="100%" bgcolor="#CC9966" height="2"> <img border="0" src="../images/blank_2x2.gif" width="2" height="2"></td> </tr> <tr> <td width="0%" valign="top" bgcolor="#FFFFCC"> <table border="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" cellpadding="0" cellspacing="1" id="table4"> <tr> <td width="1%" align="left" valign="top"> <p class="header2_black">Explained:<br> <img border="0" src="../images/blank_1x100.gif" width="100" height="1"></td> <td width="100%" align="left" valign="top"><p class="word_list"> <a href="#Asset-liability management">asset-liability management</a><p class="word_list"> <a href="#asset-liability risk">asset-liability risk</a><p class="word_list"> <a href="#scenario analysis">scenario analysis</a><br> <img border="0" src="../images/blank_1x160.gif" width="160" height="1"></td> </tr> </table> </td> </tr> </table> <p class="body"><b><a name="Asset-liability management">Asset-liability management</a></b> (ALM) is a term whose meaning has evolved. It is used in slightly different ways in different contexts. ALM was pioneered by financial institutions, but <a href="../articles/corporation.htm">corporations</a> now also apply ALM techniques. This article describes ALM as a general concept, starting with more traditional usage.</p> <table border="0" cellpadding="0" style="border-collapse: collapse" bordercolor="#111111" width="310" align="left" id="table5"> <tr> <td width="300"> <script type="text/javascript"></script> <script type="text/javascript" src="http://pagead2.googlesyndication.com/pagead/show_ads.js"> </script>  </td> <td width="9"> </td> </tr> </table><p class="body">Traditionally, banks and insurance companies used accrual accounting for essentially all their assets and liabilities. They would take on liabilities, such as deposits, life insurance policies or annuities. They would invest the proceeds from these liabilities in assets such as loans, <a href="../articles/coupon_bond.htm">bonds</a> or real estate. All assets and liabilities were held at <a href="../articles/valuation.htm">book value</a>. Doing so disguised possible risks arising from how the assets and liabilities were structured.</p> <p class="body">Consider a bank that borrows <a href="../articles/currency_codes.htm">USD</a> 100<a href="../articles/mm.htm">MM</a> at 3.00% for a year and lends the same money at 3.20% to a highly-rated borrower for 5 years. For simplicity, assume interest rates are <a href="../articles/compounding.htm">annually compounded</a> and all interest accumulates to the maturity of the respective obligations. The net transaction appears profitable—the bank is earning a 20 basis point spread—but it entails considerable risk. At the end of a year, the bank will have to find new financing for the loan, which will have 4 more years before it matures. If interest rates have risen, the bank may  have to pay a higher rate of interest on the new financing than the fixed 3.20 it is earning on its loan.</p> <p class="body">Suppose, at the end of a year, an applicable 4-year interest rate is 6.00%. The bank is in serious trouble. It is going to be earning 3.20% on its loan and paying 6.00% on its financing. Accrual accounting does not recognize the problem. The book value of the loan (the bank's asset) is:</p> <table border="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" cellpadding="0" height="36" id="table6"> <tr> <td width="100%" align="center"> 100MM(1.032) = 103.2MM.</td> <td width="5%" align="right">[1]</td> </tr> </table> <p>The book value of the financing (the bank's liability) is:</p> <table border="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" cellpadding="0" height="36" id="table7"> <tr> <td width="100%" align="center"> 100MM(1.030) = 103.0MM.</td> <td width="5%" align="right">[2]</td> </tr> </table> <p class="body">Based upon accrual accounting, the bank earned USD 200,000 in the first year.</p> <p class="body"><a href="../articles/valuation.htm">Market value</a> accounting recognizes the bank's predicament. The respective market values of the bank's asset and liability are:</p> <table border="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" cellpadding="0" height="36" id="table8"> <tr> <td width="100%" align="center"> <img border="0" src="../formulas/loan_book_value.gif" width="195" height="54"></td> <td width="5%" align="right">[3]</td> </tr> <tr> <td width="100%" align="center" height="12"></td> <td width="5%" align="right"> </td> </tr> </table> <table border="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" cellpadding="0" height="36" id="table9"> <tr> <td width="100%" align="center"> 100MM(1.030) = 103.0MM.</td> <td width="5%" align="right">[4]</td> </tr> </table> <p class="body">From a market-value accounting standpoint, the bank has lost USD 10.28MM. </p> <p class="body">So which result offers a better portrayal of the bank' situation, the accrual accounting profit or the market-value accounting loss? The bank is in trouble, and the market-value loss reflects this. Ultimately, accrual accounting will recognize a similar loss. The bank will have to secure financing for the loan at the new higher rate, so it will accrue the as-yet unrecognized loss over the 4 remaining years of the position.</p> <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="165" align="left" id="table10"> <tr> <td width="160"> <script type="text/javascript"></script> <script type="text/javascript" src="http://pagead2.googlesyndication.com/pagead/show_ads.js"> </script> </td> <td width="11"> </td> </tr> </table> <p class="body">The problem in this example was caused by a mismatch between assets and liabilities. Prior to the 1970's, such mismatches tended not to be a significant problem. Interest rates in developed countries experienced only modest fluctuations, so losses due to asset-liability mismatches were small or trivial. Many firms intentionally mismatched their balance sheets. Because <a href="../articles/fixed_income_term_structure.htm">yield curves</a> were generally upward sloping, banks could earn a <a href="../articles/spreads.htm">spread</a> by borrowing short and lending long.</p> <p class="body">Things started to change in the 1970s, which ushered in a period of volatile interest rates that continued into the early 1980s. US <a href="../articles/united_states_financial_regulation.htm">regulation Q</a>, which had capped the interest rates that banks could pay depositors, was abandoned to stem a migration overseas of the market for USD deposits. Managers of many firms, who were accustomed to thinking in terms of accrual accounting, were slow to recognize the emerging risk. Some firms suffered staggering losses. Because the firms used accrual accounting, the result was not so much bankruptcies as crippled balance sheets. Firms gradually accrued the losses over the subsequent 5 or 10 years.</p> <p class="body">One example is the US mutual life insurance company the Equitable. During the early 1980s, the USD yield curve was inverted, with short-term interest rates spiking into the high teens. The Equitable sold a number of long-term guaranteed interest contracts (GICs) guaranteeing rates of around 16% for periods up to 10 years. During this period, GICs were routinely for <a href="../articles/par_value.htm">principal</a> of USD 100MM or more. Equitable invested the assets short-term to earn the high interest rates guaranteed on the contracts. Short-term interest rates soon came down. When the Equitable had to reinvest, it couldn't get nearly the interest rates it was paying on the GICs. The firm was crippled. Eventually, it had to demutualize and was acquired by the Axa Group.</p> <p class="body">Increasingly, managers of financial firms focused on <b> <a name="asset-liability risk">asset-liability risk</a></b>. The problem was not that the value of assets might fall or that the value of liabilities might rise. It was that <a href="../articles/capital_allocation.htm">capital</a> might be depleted by narrowing of the difference between assets and liabilities—that the values of assets and liabilities might fail to move in tandem. Asset-liability risk is a <a href="../articles/leverage.htm">leveraged</a> form of risk. The capital of most financial institutions is small relative to the firm's assets or liabilities, so small percentage changes in assets or liabilities can translate into large percentage changes in capital. </p> <p class="body">Exhibit 1 illustrates the evolution over time of a hypothetical company's assets and liabilities. Over the period shown, the assets and liabilities change only slightly, but those slight changes dramatically reduce the company's capital (which, for the purpose of this example, is defined as the difference between assets and liabilities). In Exhibit 1, the capital falls by over 50%, a development that would threaten almost any institution. </p> <div align="center"> <center> <table border="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="300" cellpadding="0" id="table11"> <tr> <td> <p class="exhibit_header"><span class="exhibit_header">Example: Asset-Liability Risk</span><br> <span class="exhibit_subheader">Exhibit 1</span></td> </tr> <tr> <td bgcolor="#CC9966" height="2"> <img border="0" src="../images/blank_2x2.gif" width="2" height="2"></td> </tr> <tr> <td> <img border="0" src="../formulas/ex1_asset_liability_management.gif" width="300" height="175"></td> </tr> <tr> <td> <p class="exhibit_legend">Asset-liability risk is leveraged by the fact that the values of assets and liabilities each tend to be greater than the value of capital. In this example, modest fluctuations in values of assets and liabilities result in a 50% reduction in capital.</td> </tr> </table> </center> </div> <p class="body">Accrual accounting could disguise the problem by deferring losses into the future, but it could not solve the problem. Firms responded by forming asset-liability management (ALM) departments to assess asset-liability risk. They established ALM committees comprised of senior managers to address the risk.</p> <p class="body">Techniques for assessing asset-liability risk came to include <a href="../articles/gap_analysis.htm">gap analysis</a> and <a href="../articles/duration_and_convexity.htm">duration analysis</a>. These facilitated techniques of gap management and duration matching of assets and liabilities. Both approaches worked well if assets and liabilities comprised fixed cash flows. <a href="../articles/option.htm">Options</a>, such as those embedded in mortgages or callable debt, posed problems that gap analysis could not address. Duration analysis could address these in theory, but implementing sufficiently sophisticated duration measures was problematic. Accordingly, banks and insurance companies also performed scenario analysis.</p> <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="345" align="right" id="table12"> <tr> <td align="right" width="9"> <p style="margin-top: 0; margin-bottom: 0"> </td> <td width="336">  <p style="margin-top: 8; margin-bottom: 0" class="ad_legend"> <a target="_top" href="http://www.riskexpertise.com/link/advertising.htm"> <font color="#000000">Ads by Contingency Analysis</font></a></p> <p style="margin-top: 0; margin-bottom: 0"> <iframe src="http://servedbyadbutler.com/adserve/;ID=147917;size=336x265;setID=82402;type=iframe" style="margin: 0px; padding: 0px; border-width: 0px" width="336" height="265" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" name="I1"> <![if lt IE 4]> <script src="http://servedbyadbutler.com/adserve/;ID=147917;size=336x265;setID=82402;type=js" type="text/javascript"> </script> <noscript> <a href="http://servedbyadbutler.com/go2/;ID=147917;size=336x265;setID=82402"> <img src="http://servedbyadbutler.com/adserve.ibs/;ID=147917;size=336x265;setID=82402;type=img" border="0" height="265" width="336" alt=""></a> </noscript><![endif]></iframe>   </td> </tr> </table> <p class="body">With <a href="../articles/scenario_analysis.htm">scenario analysis</a>, several interest rate scenarios would be specified for the next 5 or 10 years. These might specify declining rates, rising rate's, a gradual decrease in rates followed by a sudden rise, etc. Scenarios might specify the behavior of the entire yield curve, so there could be scenarios with flattening yield curves, inverted yield curves, etc. Ten or twenty scenarios might be specified in all. Next, assumptions would be made about the performance of assets and liabilities under each scenario. Assumptions might include <a href="../articles/prepayment.htm">prepayment</a> rates on mortgages or surrender rates on insurance products. Assumptions might also be made about the firm's performance—the rates at which new business would be acquired for various products. Based upon these assumptions, the performance of the firm's balance sheet could be projected under each scenario. If projected performance was poor under specific scenarios, the ALM committee might adjust assets or liabilities to address the indicated exposure. A shortcoming of scenario analysis is the fact that it is highly dependent on the choice of scenarios. It also requires that many assumptions be made about how specific assets or liabilities will perform under specific scenarios.</p> <p class="body">In a sense, ALM was a substitute for market-value accounting in a context of accrual accounting. It was a necessary substitute because many of the assets and liabilities of financial institutions could not—and still cannot—be marked to market. This spirit of market-value accounting was not a complete solution. A firm can earn significant mark-to-market profits but go bankrupt due to inadequate cash flow. Some techniques of ALM—such as duration analysis—do not address <a href="../articles/liquidity.htm">liquidity</a> issues at all. Others are compatible with cash-flow analysis. With minimal modification, a gap analysis can be used for cash flow analysis. Scenario analysis can easily be used to assess <a href="../articles/liquidity_risk.htm">liquidity risk</a>. </p> <p class="body">Firms recognized a potential for liquidity risks to be overlooked in ALM analyses. They also recognized that many of the tools used by ALM departments could easily be applied to assess liquidity risk. Accordingly, the assessment and management of liquidity risk became a second function of ALM departments and ALM committees. Today, liquidity risk management is generally considered a part of ALM.</p> <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="345" align="left" id="table13"> <tr> <td width="336"> <script type="text/javascript"></script> <script type="text/javascript" src="http://pagead2.googlesyndication.com/pagead/show_ads.js"> </script>  </td> <td width="9"> </td> </tr> </table> <p class="body">ALM has evolved since the early 1980's. Today, financial firms are increasingly using market-value accounting for certain business lines. This is true of universal banks that have trading operations. For trading books, techniques of market risk management—<a href="../articles/value_at_risk.htm">value-at-risk</a> (VaR), <a href="../articles/risk_limits.htm">market risk limits</a>, etc.—are more appropriate than techniques of ALM. In financial firms, ALM is associated with those assets and liabilities—those business lines—that are accounted for on an accrual basis. This includes bank lending and deposit taking. It includes essentially all traditional insurance activities.</p> <p class="body">Techniques of ALM have also evolved. The growth of <a href="../articles/exchange_traded.htm">OTC</a> <a href="../articles/derivative_instrument.htm">derivatives</a> markets have facilitated a variety of hedging strategies. A significant development has been <a href="../articles/securitization.htm">securitization</a>, which allows firms to directly address asset-liability risk by removing assets or liabilities from their balance sheets. This not only eliminates asset-liability risk; it also frees up the balance sheet for new business.</p> <p class="body">The scope of ALM activities has widened. Today, ALM departments are addressing (non-trading) foreign exchange risks and other risks. Also, ALM has extended to non-financial firms. Corporations have adopted techniques of ALM to address interest-rate exposures, liquidity risk and foreign exchange risk. They are using related techniques to address commodities risks. For example, airlines' hedging of fuel prices or manufacturers' hedging of steel prices are often presented as ALM.</p> <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="table14"> <tr> <td height="30" valign="bottom" colspan="2"> <p class="header2_black">Related Internal Links</td> </tr> <tr> <td colspan="2" bgcolor="#CC9966" height="2"> <img border="0" src="../images/blank_2x2.gif" width="2" height="2"></td> </tr> <tr> <td bgcolor="#FFFFCC" colspan="2"> <table border="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" cellpadding="6" id="table15"> <tr> <td width="100%"> <p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><strong style="font-weight: 400"><a href="../articles/capital_allocation.htm">capital</a> A firm's value—assets minus liabilities.</strong><p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/corporate_risk_management.htm">corporate risk management</a> Practices that serve to optimize risk taking in a context of book value accounting.<p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/duration_and_convexity.htm">duration and convexity</a> Factor sensitivities often used in asset-liability management.<p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><strong style="font-weight: 400"><a href="../articles/economic_capital.htm">economic capital</a> </strong> Capital held for economic (as opposed to regulatory) purposes.<p align="left" class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/economic_profit.htm">economic profit</a> Profit in excess of the opportunity cost of capital.</p> <p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/risk_management.htm">financial risk management</a> Practices by which a firm optimizes the manner in which it takes financial risk.<p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/fixed_income_term_structure.htm">fixed income term structure</a> Refers collectively to a spot curve, forward curve, discount curve, yield curve or any other curve that describes the time value of money at a particulate point in time.</p> <p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><strong style="font-weight: 400"><a href="../articles/gap_analysis.htm">gap analysis</a> A technique of asset-liability management used to assess interest rate risk or liquidity risk.</strong></p> <p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/interest_rate_risk.htm">interest rate risk</a> Risk due to uncertain future interest rates.</p> <p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/interest_rate_spreads.htm">interest rate spreads</a> <i>An overview.</i></p> <p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/leverage.htm">leverage</a> Debt financing or anything that can similarly magnify the risk and reward of an investment.</p> <p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/liquidity.htm">liquidity</a> Used in various senses, all relating to availability of, access to, or convertibility into cash.</p> <p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/off_balance_sheet_finance.htm">off-balance sheet financing</a> Financing that doesn't appear on a firm's balance sheet.<p align="left" class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><strong style="font-weight: 400"><a href="../articles/option_adjusted_spread.htm">option-adjusted spread</a> Yield spread not attributable to embedded options.</strong></p> <p align="left" class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/reinvestment_risk.htm">reinvestment risk</a> Risk from uncertainty in the interest rate at which future cash flows may be invested.</p> <p align="left" class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><span class="verdana10"><strong style="font-weight: 400"><a href="../articles/scenario_analysis.htm">scenario analysis</a></strong></span><strong style="font-weight: 400"> Formalized "what if" analysis typically performed as a part of asset-liability management or corporate risk management.</strong></p> <p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/securitization.htm">securitization</a> The process of pooling assets and selling interests in the pool to investors.<p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><a href="../articles/valuation.htm">valuation</a> Article about book value and market value accounting.<p class="explanatory_text"> <img border="0" src="../images/bullet_link_glossary.gif" width="26" height="15"><strong style="font-weight: 400"><a href="../articles/yield.htm">yield</a> Any of several metrics of the income or return to be earned from an investment.</strong></td> </tr> </table> </td> </tr> <tr> <td height="30" valign="bottom" colspan="2"> <p class="header2_black">Related Books</td> </tr> <tr> <td colspan="2" bgcolor="#CC9966" height="2"> <img border="0" src="../images/blank_2x2.gif" width="2" height="2"></td> </tr> <tr> <td bgcolor="#FFFFCC" colspan="2"> <table border="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" cellpadding="6" id="table16"> <tr> <td width="100%"> <p class="explanatory_text">Books tend to focus on asset-liability management (ALM) in the context of commercial banks and other depository institutions. This is the case with the following books. Dermine and Bissada (<a target="_blank" href="http://www.riskbook.com/link/dermine_and_bissada_(2002).htm">2002</a>) is a wonderful overview text that will appeal to anyone who is new to ALM. Marrison (<a target="_blank" href="http://www.riskbook.com/link/marrison_c_(2002).htm">2002</a>) discusses techniques of ALM in the context of financial risk management and is excellent for junior or mid-level risk management staff. Although somewhat dated, Uyemura and Van Deventer (<a target="_blank" href="http://www.riskbook.com/link/uyemura_and_van_deveneter.htm">1993</a>) remains an outstanding, very popular book on ALM for senior managers or board members. Van Deventer, Imai and Mesler (<a target="_blank" href="http://www.riskbook.com/link/van_deventer_imai_mesler_(2004).htm">2004</a>) is a wonderfully sophisticated book on ALM and risk management in banks. I recommend it to anyone, but especially to more experienced professionals or board members.</p> <table border="0" cellpadding="4" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="table17"> <tr> <td width="100" align="left" valign="top"> <map name="FPMap538"> <area target="_blank" href="http://www.riskbook.com/link/dermine_and_bissada_(2002).htm" shape="rect" coords="0, 0, 82, 124"> </map> <img border="0" src="../images/book_dermine_and_bissada_(2002)_125.jpg" usemap="#FPMap538" width="83" height="125"></td> <td align="left" valign="top"> <table border="0" cellpadding="1" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="table18"> <tr> <td width="90%" colspan="3"> <p class="title"> <a target="_blank" href="http://www.riskbook.com/link/dermine_and_bissada_(2002).htm"> Asset & Liability Management</a></td> </tr> <tr> <td colspan="3"> <p class="author"><b>Jean Dermine and Youssef F. Bissada</b></td> </tr> <tr> <td width="10%"> <map name="FPMap536"> <area target="_blank" href="http://www.riskbook.com/main/ratings.htm" shape="rect" coords="0, 0, 89, 15"> </map> <img border="0" src="../images/star_5.gif" usemap="#FPMap536" width="90" height="16"></td> <td width="10%" class="author">quality</td> <td width="70%"> <p class="author"> </td> </tr> <tr> <td width="10%"> <map name="FPMap537"> <area target="_blank" href="http://www.riskbook.com/main/ratings.htm" shape="rect" coords="0, 0, 89, 15"> </map><img border="0" src="../images/tech_2.gif" usemap="#FPMap537" width="90" height="16"></td> <td width="10%" class="author">technical</td> <td width="70%">  </td> </tr> <tr> <td width="10%"> <p class="author">2002</td> <td width="10%"> </td> <td width="70%"> <p align="center"><map name="FPMap535"> <area target="_blank" coords="0, 0, 145, 19" shape="rect" href="http://www.riskbook.com/link/dermine_and_bissada_(2002).htm"> </map> <img border="0" src="../images/pointer_review.gif" usemap="#FPMap535" width="146" height="20"></td> </tr> </table> </td> </tr> </table> <table border="0" cellpadding="4" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="table19"> <tr> <td width="100" align="left" valign="top"> <map name="FPMap470"> <area target="_blank" href="http://www.riskbook.com/link/marrison_c_(2002).htm" shape="rect" coords="0, 0, 98, 124"> </map> <img border="0" src="../images/book_marrison_c_(2002)_125.gif" usemap="#FPMap470" width="99" height="125"></td> <td align="left" valign="top"> <table border="0" cellpadding="1" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="table20"> <tr> <td width="90%" colspan="3"> <p class="title"> <a target="_blank" href="http://www.riskbook.com/link/marrison_c_(2002).htm"> Fundamentals of Risk Measurement</a></td> </tr> <tr> <td colspan="3"> <p class="author"><b>Chris Marrison</b></td> </tr> <tr> <td width="10%"> <map name="FPMap471"> <area target="_blank" href="http://www.riskbook.com/main/ratings.htm" shape="rect" coords="0, 0, 89, 15"> </map> <img border="0" src="../images/star_5.gif" usemap="#FPMap471" width="90" height="16"></td> <td width="10%" class="author"> quality</td> <td width="70%"> <p class="author"> </td> </tr> <tr> <td width="10%"> <map name="FPMap472"> <area target="_blank" href="http://www.riskbook.com/main/ratings.htm" shape="rect" coords="0, 0, 89, 15"> </map><img border="0" src="../images/tech_3.gif" usemap="#FPMap472" width="90" height="16"></td> <td width="10%" class="author"> technical</td> <td width="70%">  </td> </tr> <tr> <td width="10%"> <p class="author">2002</td> <td width="10%"> </td> <td width="70%"> <p align="center"><map name="FPMap473"> <area target="_blank" coords="0, 0, 145, 19" shape="rect" href="http://www.riskbook.com/link/marrison_c_(2002).htm"> </map> <img border="0" src="../images/pointer_review.gif" usemap="#FPMap473" width="146" height="20"></td> </tr> </table> </td> </tr> </table> <table border="0" cellpadding="4" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="table21"> <tr> <td width="100" align="left" valign="top"> <map name="FPMap475"> <area target="_blank" href="http://www.riskbook.com/link/uyemura_and_van_deveneter.htm" shape="rect" coords="0, 0, 81, 124"> </map> <img border="0" src="../images/book_uyemura_(1993)_125.gif" usemap="#FPMap475" width="82" height="125"></td> <td align="left" valign="top"> <table border="0" cellpadding="1" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="table22"> <tr> <td width="90%" colspan="3"> <p class="title"> <a target="_blank" href="http://www.riskbook.com/link/uyemura_and_van_deveneter.htm"> Financial Risk Management in Banking</a></td> </tr> <tr> <td colspan="3"> <p class="author"><b>D. Uyemura and D. Van Deventer</b></td> </tr> <tr> <td width="10%"> <map name="FPMap474"> <area target="_blank" href="http://www.riskbook.com/main/ratings.htm" shape="rect" coords="0, 0, 89, 15"> </map> <img border="0" src="../images/star_5.gif" usemap="#FPMap474" width="90" height="16"></td> <td width="10%" class="author">quality</td> <td width="70%"> <p class="author"> </td> </tr> <tr> <td width="10%"> <map name="FPMap427"> <area target="_blank" href="http://www.riskbook.com/main/ratings.htm" shape="rect" coords="0, 0, 89, 15"> </map><img border="0" src="../images/tech_2.gif" usemap="#FPMap427" width="90" height="16"></td> <td width="10%" class="author">technical</td> <td width="70%">  </td> </tr> <tr> <td width="10%"> <p class="author">1993</td> <td width="10%"> </td> <td width="70%"> <p align="center"><map name="FPMap366"> <area target="_blank" coords="0, 0, 145, 19" shape="rect" href="http://www.riskbook.com/link/uyemura_and_van_deveneter.htm"> </map> <img border="0" src="../images/pointer_review.gif" usemap="#FPMap366" width="146" height="20"></td> </tr> </table> </td> </tr> </table> <table border="0" cellpadding="4" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="table23"> <tr> <td width="100" align="left" valign="top"> <map name="FPMap534"> <area target="_blank" href="http://www.riskbook.com/link/van_deventer_imai_mesler_(2004).htm" shape="rect" coords="0, 0, 83, 124"> </map> <img border="0" src="../images/book_van_deventer_imai_mesler_(2004)_125.gif" usemap="#FPMap534" width="84" height="125"></td> <td align="left" valign="top"> <table border="0" cellpadding="1" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="table24"> <tr> <td width="90%" colspan="3"> <p class="title"> <a target="_blank" href="http://www.riskbook.com/link/van_deventer_imai_mesler_(2004).htm"> Advanced Financial Risk Management</a> </td> </tr> <tr> <td colspan="3"> <p class="author"><b>D. van Deventer, K. Imai and M. Mesler</b></td> </tr> <tr> <td width="10%"> <map name="FPMap362"> <area target="_blank" href="http://www.riskbook.com/main/ratings.htm" shape="rect" coords="0, 0, 89, 15"></map> <img border="0" src="../images/star_6.gif" usemap="#FPMap362" width="90" height="16"></td> <td width="10%" class="author">quality</td> <td width="70%"> <p class="author"> </td> </tr> <tr> <td width="10%"> <span style="font-family: Times New Roman; letter-spacing: -0.2pt"> <map name="FPMap533"> <area target="_blank" href="http://www.riskbook.com/main/ratings.htm" shape="rect" coords="1, 2, 89, 15"> </map> <img border="0" src="../images/tech_3.gif" usemap="#FPMap533" width="90" height="16"></span></td> <td width="10%" class="author">technical</td> <td width="70%">  </td> </tr> <tr> <td width="10%"> <p class="author">2004</td> <td width="10%"> </td> <td width="70%"> <p align="center"><map name="FPMap37"> <area target="_blank" coords="0, 0, 145, 19" shape="rect" href="http://www.riskbook.com/link/van_deventer_imai_mesler_(2004).htm"> </map> <img border="0" src="../images/pointer_review.gif" usemap="#FPMap37" width="146" height="20"></td> </tr> </table> </td> </tr> </table> </td> </tr> </table> </td> </tr> <tr> <td height="30" valign="bottom" colspan="2"> <p class="header2_black">Sponsored Links</td> </tr> <tr> <td colspan="2" bgcolor="#CC9966" height="2"> <img border="0" src="../images/blank_2x2.gif" width="2" height="2"></td> </tr> <tr> <td bgcolor="#FFFFCC" width="75"> <img border="0" src="../images/ad_side_banner_2.jpg" width="103" height="285"></td> <td bgcolor="#FFFFCC" width="99%">  <p class="ad_legend" style="margin-left: 0; 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