Residualin trust account: yÿl + rt~TOCt T=J Thesumof these terminal cash flowsiscomparedto theamountduetothesenior tranche, If diesumislargeenough, thesenior trancheis paid off and there
Trang 2Topic26 CrossReferenceto GARPAssigned Reading-Malz,Chapter 9
Therefore, the totalamountdepositedinto thetrust accountinyeartis:
II follows that the totalamountaccumulatedin the trust accountin yeartis:
t-iR[+GCt+ÿ(l+r)t-TOCT
T=l
Now,ifexcessspread,isnegative(L(-B <0), the custodianmustcheck if die trust account
can cover the shortfall.Formally, thetestfordiecustodianis:
t— I
RL +ÿJ(1-l-t)t_TOCT >B— Lt
T=1
Note diat thereisnoOCt term toadd toRtsincethereisnoexcessspread thisperiod Ifthe
above testis true, then the trust account canmake the bondholders whole.Ifitisnot true,
t—I
then the fundisreducedto zeroandbondholdersreceiveRc -fÿ(l-fr)1-'
rOCTfrom die
Note diatdieupper condition representsinflows to thetrust accountwhile thelower
condition representsoutflowsfrom the trust account.
Finally,die equity cash flowscan beexpressedas:
max(Iÿ —B-QCt,0)for t = 1 ,T-1
The cash flowsin die finalyear must beexaminedseparately for severalreasons.First,the
surviving loans reach maturityand principal is returned.Second,diereisnodiversiontodie
trust accountbecause thestructureends and all proceedsfollowthe waterfall Third,since
diereisnodiversion to thetrust,there isnoneedto testovercollateralization triggers
Theterminal cash flowsaresummarizedasfollows:
Trang 3CrossReferenceto GASPAssigned Reading—Mali,Chapter9
3 Recoveryinfinal year:R-j = 0.4dy x par
T
4 Residualin trust account: yÿ(l + r)t~TOCt
T=J
Thesumof these terminal cash flowsiscomparedto theamountduetothesenior tranche,
If diesumislargeenough, thesenior trancheis paid off and theremainderisavailablefor
dierestof thecapitalstructure.Ifthe remainderislargeenoughto coverdie junior tranche,
then the residualflows toequity.If die remaindercannot meetjunior claims, the juniorbonds receivetheaccessand equity holdersreceivenothing
Asanexample, determine die terminalcash flowsto senior, junior,andequity tranchesgiven thefollowinginformation.Theoriginalloan poolincluded 100loans with$1millionparvalueandafixedcouponof8%.The numberofsurvivingJoansis90 The par for theseniorand junior tranchesis75% and20%,respectively.The equityinvestorscontributed theremaining 5% Therewere twodefaults widirecoveryrateof40% recoveredat theend
of the period The value of the trust account atthe beginningof the periodis$16millionearning4% perannum.
1. Totalsizeof collateralpoolat origination:100 x $1,000,000= $100,000,000
2 Seniortranche par=$75,000,000
Junior tranche par = $20,000,000Equitytranche par-$5,000,000
3 Interestfromloans:90 x8% x$1,000,000=
4 Redemption at par:90 x $1,000,000=
5 Recovery infinal year: 2x40% x$1,000,000=
6 ValueofOCatendof finalyear:$16,000,000 x1.04 = $16.640.000
$114,640,000
$7,200,000
$90,000,000
$800,000
7, Total available tosatisfyall claims=
8. Seniorclaim -$75,000,000<$114,640,000 Senior claim issatisfied w/o impairment
9 Juniorclaim $20,000,000 <$114,640,000-$75,000,000sojuniorclaimissatisfied
10 Equity claim = $114,640,000-$75,000,000-$20,000,000 = $19,640,000Now,continuewith diesameexample, but change theinterest rate to5%and thebeginningOCvalueto$3million The first two stepswill be thesame asbefore
3 Interestfrom loans: 90 x 5%x $1,000,000=
4 Redemption at par:90 x$1,000,000=
5. Recovery in finalyear: 2 x40% x$1,000,000=
6 ValueofOCatendof finalyear:$3,000,000x 1.04=
7 Total availabletosatisfy all claims=
8. Senior claim = $75,000,000<$98,420,000 Senior claim issatisfiedw/oimpairment
9 Juniorclaim =$20,000,000<$98,420,000-$75,000,000sojuniorclaim issatisfied
10 Equity claim-$98,420,000-$75,000,000-$20,000,000 =$3,420,000
Trang 4Topic26 CrossRetWenceto GARPAssigned Reading— Malz, Chapter9
Finally,continuewith thesameexample, butchange theinterestrate to4% and the
beginningOCvalueto$1 million.Assumea recoveryrateofzero.Again, thefirsttwo steps
arethesame ashefbre
3 Interestfrom loans:90 x 4% x $1,000,000=
4 Redemption atpar:90 x $1,000,000=
5 Recoveryin finalyear: 2 x 0%x $1,000,000 =
6 Value ofOCatendof final year:$1,000,000x 1.04=
7 Total availabletosatisfy all claims
H. Seniorclaim-$75,000,000< $94,640,000 Seniorclaimissatisfiedw/oimpairment
9 Junior claim = $20,000,000>$94,640,000-$75,000,000so junior claim isimpaired
Junior tranchereceives $19,640,000
10 Equity claim= $94,640,000-$75,000,000-$20,000,000< 0
Equity tranche receives$0SIMULATION APPROACH
AIM 26.6:Describea.simulation approach tocalculating credit losses for different
tranchesinasecuritization ofaportfolio ofloans
The prioranalysismadea few very importantsimplifyingassumptions Inparticular, the
analysis assumed that the default race was constant yearoveryear,eachloan exhibited the
samedefaultprobability,and the correlation between loanswasignored.In practice, these
assumptions needtobe broughtinto the analysisandthe only tractablewaytodosois via
simulation
Although the technical detailsarewellbeyond thescopeof theexam,wecan sketchout the
basicstepsandintuitionfor diesimulationapproach tocalculating creditlosses
Step1 : Estimate the parameters.
Step2: Generatedefault timesimulations
Step3: Compute portfoliocreditlosses
The firststep is toestimatethecriticalparameters,defaultintensity, andpairwise
correlations Thedefaultintensitycan be estimatedusingmarketspreaddatatoinfer
the hazard rate acrossvariousmaturities.This piecewise-bootstrappingmethodologyto
constructthecumulativedefault distributionwasdiscussedinTopic24 Estimating the
correlation coefficientsismorechallengingbecause ofalackof usable market data The
copulacorrelationcould he usefulin theory hutsuffersempiricalprecision in practice
Instead,asensitivityanalystsis performed forvariousdefault andcorrelationpairs
Thesecondstepidentifies if and when diesecuritydefaults.Simulation provides
informationonthe timingfor each hypotheticaloutcome.The thirdstep usesthe
simulationoutput to determine thefrequencyandtimingoI credit losses The credit
lossescan be"lined up”to assess the impactondiecapitalstructurelosses The tail of the
distribution willidentify die creditVaRfor each tranchein the securidzation
Trang 5CrossReferenceto GARPAssigned Reading~ Mali, Chapter9
IMPACT O* PROEABILITY OP DEFAULTANO DEEAUIT CORRELATION
AIM26.7: Explain how the probability of default and default correlation among
theunderlyingassetsofasecuritizationaffects the value* losses and Credit VaR of equity* junior*andsenior tranches.
Thereareseveralimportant comparativestatisticsassociated withagenericsecuritization.Thefollowing results represent theeffect oftheaveragetranchevalues and writedowns.Tire
implications ofextremetaileventswill hediscussedshortlyusing VaR.The firstfactorto
consideris the probabilityof default It isstraightforwardto see that, foragivencorrelation,
increasing the probabilityof default will negativelyimpact the cash flowsand, thus, the
valuesof all tranches*
Theeffect of changing the correlation ismoresubde Consider the stylizedcasewhere die
correlation isvery low,sayzero, soloan performanceisindependent.Therefore,inalargeportfolio,itisvirtually impossible for noneof the loans todefault anditisequally unlikely
that diere will hea largenumberofdefaults.Rather, thenumber of defaults should he verycloseto the probabilityofdefaulttimesthe numberof loans.So*thepoolwotddexperience
a levelofdefaultsveryclosetoitsmathematicalexpectationandis unlikelyto impair the
seniortranches Theanalogoussituation isflippingacoin 1,000 times—the numberof
heads would beverycloseto500 Itwouldbevirtuallyimpossible forthe numberof heads
tobeless than400or greater than600 Now, ifthe correlationincreases,the defaultofone
creditincreasesthe likelihoodof another default.Thus, increasingcorrelation decreases thevalueofseniortranchesas the poolisnow morelikelytosufferextremelosses Thiseffectisexacerbated witha higherdefaultprobability
Nowconsiderdie equity tranche Recall chat the equity tranche suffers the first writedowns
in the pool.Therefore,alowcorrelation impliesa predictable,but positive, numberof
defaults.In turn, the equity tranche willassuredlysuffer writedowns.On die other hand,
ifthe correlationincreases,the behaviorof thepoolis more extreme, and there may be
high levels of related lossesortheremay bevery'few loan losses Insum,theequitytrancheincreases in value fromincreasingcorrelationas thepossibility'ofzero(orfew) credit lossesincreases from thehighcorrelation
The correlationeffecton themezzanine trancheismorecomplex When defaultrates are low, increasing the correlation increasesthe likelihoodof losses to the juniorbonds(similar
coseniorbonds) However,whendefaultrates arerelatively high, increasing the correlation
actuallydecreases the expected lossestomezzaninebondsasthe possibility of fewdefaultsis
now morelikely Accordingly, themezzaninebondmimicsthereturn patternof the equity
tranche Inshort, increasingcorrelationatlow defaultratesdecreases mezzaninebond
values,butac highdefault ratesit will increase mezzanine bondvalues
Convexityisalsoanissuefordefaultrates.For equity investors, asdefaultrates increasefrom low levels, the equity tranche valuesdecrease rapidly then moderately(a characteristic
ofpositiveconvexity).Sincetheequitytrancheisthin,smallchanges indefault rateswilldisproportionatelyimpact bond pricesacfirst.Similarly,seniortranches exhibit negativeconvexity Asdefaultsincrease,thedeclinein bond pricesincreases.As usual, die mezzanineimpactissomewherein between:negative convexityatlowdefault rates,positive convexity
at highdefault rates.
Trang 6Topic26 CrossReferenceto GARPAssigned Reading-Mail,Chapter 9The previoussection iocusedon theaverage (mean)value of die tranches while thissection
examines the distributionof possible tranche values (risk).Specifically, the goal Is toanalyze
the impact of default probabilityand default correlation underextremeconditions (farinto
the tail) The metricusediscredit VaR forvariousranges ofdefault probabilityanddefault
correlationfor thesenior, junior,andequitytranches.Themain resultis that increasing
defaultprobability,whileholdingcorrelation constant,generally decreases theVaRfor the
equitytranches(less variationin returns)andincreasestheVaRfor thesenior tranches
(more variation in returns) Asusual, themezzanineeffectismixed: VaRincreasesatlow
defaultlevels (like seniorbonds) then decreasesat highdefaultlevels (likeequity).These
resultsaresummarizedinFigure3
Figure3:Increasing Default Probability (HoldingCorrelationConstant)
Thenexteffect toconsideris dieimpactofa risingcorrelation.Asa reminder, increasing
correlationincreasesthe clustering ofevents,either highfrequency ofdefaultsorvery
lowfrequencyofdefaults.Increasing correlation decreasesseniorbond pricesasthe
subordinationIsmorelikelytobe breached ifdefaultsdo indeedcluster.Incontrast,equity
returnsincreaseas the low defaultscenario ismoreprobable relative tolow correlation
wheredefaultsarealniosLcertain
Asthedefault correlationapproachesone, the equity VaRincreasessteadily.The
interpretationisthaE although themean returnisincreasingsoisthe riskas thereturns are
morevariable (largelossesor very smalllosses).
Allelseequal,theseniorVaRalsoincreasesconsistentlywith correlation.However, we note
aninteresting effect: the incremental difference between highcorrelations (0.6versus0.9) is
relativelysmall In addidon, two pairwiseresultsarewordi highlighting.Ifcorrelationislow
and defaultfrequencyis relativelyhigh, then seniorbondsarewell insulated Infact,at the
10%subordinationlevel, diesenior bonds wouldbe unaffectedeven at a highdefault rate.
Atthe otherextreme, when correlationsare high(0.6orabove), dien the VaRsarequite
similar regardlessof the default probabilityHence,generally speaking, correlation isa more
important risk factor thandefaultprobabilitywhich maynotbeentirelyintuitive
The implicadonsfor the mezzanine trancheare, again,mixed.Whendefaultratesand
correlationsarelower, themezzanine tranche behavesmorelikeseniornoteswith low VaRs
However,when thedefault probabilitiesare higherand/orpairwisecorrelationishigh,
the risk profilemoreclosely resembles the equitytranche.These resultsaresummarizedin
Figure4
Trang 7Cross Reference to GASPAssigned Reading—Mali,Chapter9
Figure4:IncreasingCorrelations (Holding Default ProbabilityConstant)
I(atlowcorrelation)
|(athighcorrelation)
MEASURING DEFAULT SENSITIVITIES
AIM26.8:Define and describe how defaultsensitivitiesfor tranchesaremeasured.
The previousdiscussionhighlightedtheeffect of increasing theprobabilityof default, which
decreases tranchetallies.However, thiseffectis notnecessarily linear and also dependson
the interaction with thedefaultcorrelation.Toanalyze themarginaleffectsin moredetail,
the definition ofDV01isextended todefault probabilities andiscalled“default'0LM
The defaultprohahilitywill be shocked upand downbythesame amount(byconvention
10 basis points) andeach tranche will be revalued through die VaRsimuladons.The
formulationfordefault*01 of each trancheisasfollows:
1/20 [(meanvalue/loss basedon TT +0.001)-(meanvalue/loss basedom-0.001)]
Fromthisequation, thereareseveral qualitadveimpacts to note First,die default
sensitivitiesarealwayspositive for anydefault probability-correlationcombination
This followsfrom thepreviousobservation that all tranchesare negatively affected from
increasingdefault probabilities.Second, the default '01willapproachzero asdefaultrates
become sufficientlyhighasdiemarginalimpactof increasing thedefault ratehas minimal
effect The third resultfollowsfrom thesecond.Therewill bemorevariation In thedefault
sensitivitieswhen thedefault rate generates losses close to the tranche’s attachment point
This resultissimilar to die high gamma (highsensitivity in delta)foroptionsat-the-money
RISESFOR STRUCTURED PRODUCTS
AIM 26.9:Summarizesomeofthedifferenttypesof risks that playarolein
structured products.
Asidefrom thecredit portfolio modelingissuesdiscussedbefore, thereare atleast threeotherrisks that deserve discussion: systematic risk, tranche thinness, andloangranularity
Similar to awell-diversifiedequityportfoliothatcannoteliminate systematic risk, the
sameholds truefor credit portfolios Unfortunately,evenwhen die collateral pooliswell-diversifiedamonglenders, terms,geography,andother factors,highsystematic risk
expressedin highcorrelationscan stillseverelydamagea portfolio.Aspreviouslydiscussed,with increases in pairwise correlations, the likelihoodofsenior tranchewritedownsincreases
aswell
Trang 8Topic26 CrossReferenceto CARPAssigned Reading-Mail,Chapter 9
The equityandmezzanine tranchesarerelatively chin This also manifests itselfin the
relative closenessof the 55%and59% creditVaR.The implicationis thatgiven that the
tranche hasbeenbreached, die loss islikelyverylarge
Loangranularityreferences the loan leveldiversification. Forexample,ina collateralized
MBSpool, the portfoliocompositionisa few loanshut theloansareofsubstandalsize
This reduction insamplesize increasestheprobability of taileventsin relation to anequal
sized portfolioconstructedwithmoreloans of smalleramounts
IMPLIED CORRELATION
AIM 26.10:Define implied correlation and describe howit canbe measured.
The impliedcorrelationisavery similarconcept to theimplied volatilityofanequity
option For options, the Black-LScholes-Merton modelisawidely accepted valuation model
andso the observablemarket priceisassociated with aunique unobservedvolatility.For
securitized tranches, the processisexactlythesame.Starting with observed market prices
anda pricingfunctionfor the tranches, itis possibletoback outtheunique implied
correlation tocalibrate themodel price with die market price
The mechanicalpartof the process involvesseveralintermediatesteps First,theobservable
credit defaultswap (CDS) term structureis used to extract risk-neutral default probabilities
andpossiblyrecovery rates.Assumingconstan cpairwisecorrelationand market prices for
the respective tranches, the defaultestimatesand correlationestimatescan befedintoa
copula Theoutputis the risk-neutral implied correlation(i.e.,basecorrelation) per tranche
The correlationestimateswill vary between the tranchesand are not likelytobeconstant
givingrise tocorrelationskew.Asanexample,supposedie observed market priceof the
equitytrancheincreasesfrom $3 million to$3.2 million,but theestimatesof the
risk-neutralprobabilityof default remain thesame.It canbe inferred that the market’sestimate
of the implied correlationmusthave increased Theprecisevaluemust be extractedfrom
the pricingmodel butqualitativelythe direction iscorrectÿincreasingcorrelationsbenefit
equityholders
MOTIVATIONS FORUSING STRUCTURED PRODUCTS
AIM26.11:Identify themotivationsfor usingstructuredcredit products.
Identifyingthemotivationsof loanoriginatorsandinvestorscan provideabetter
understanding for whysecuritizationsareestablished
Loan originators,whohelpcreatesecuritizationsby sellingloans intoa trust, areattracted
toborrowingviasecuritization given itsabilityto providealowercostoffunding.Without
securitization, loanswould either be retainedorsold inthesecondarymarket.These
alternatives wouldlikely bemorecostly than securing fundingvia securitization.Alower
costoffundingcan be obtained given the diversification of the loanpoolanddie reputation
of the originator for underwriting high-quality loans.However,someloanpools,suchas
commercialmortgagepools,can be difficult todiversify.Thus,an elementof systematic risk
Trang 9CrossReferenceto CARPAssignedReading—Mali, Chapter9
may stillexist, which couldlead to anunderestimation ofoverallrisk An additional henefit
ofsecuritizationfor loan originatorsisdie collectionofservicingfees
Investors,who purchase theassetsinasecuritization,areattractedtoinvestingin diversified
loan pools that theywouldnototherwise haveaccess towithoutsecuritization,suchas
mortgageloans andautoloans In addition, the abilitytoselecta desired fish-returnlevel
viatranchingoffers another advantageforinvestors.Equity tranches will offerhigher
risk-returnlevels, whilesenior tranches will offer lowerrisk-return levels.However, it isimportantforinvestorstoconduct the properduediligencewhenanalyzing potential
tranche investmentsinorder to understand theactual levelof riskinvolved.
©2013Kaplan,Inc.
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Trang 10Topic26 CrossReferenceto GARPAssigned Reading-Malz, Chapter3
KEY CONCEPTS
AIM 26.1
Securitization is dieprocessof pooling cash flow generatingassetsandreapportioning
the cash flowsintobonds.Thesestructured productsgenerate awide rangeofrisk-return
profiles that varyin maturity, creditsubordination(equity,mezzanine,and senior),typeof
collateral (mortgages,autoloans,and credit card balances), activeorpassivemanagement,
andstaticorrevolvingassets.Atruesecuritization
balance sheet
theassetsfrom theoriginator’s
removes
AIM 26.2
Thecapitalstructureofasecuritization refers tothedifferentsizeandpriority of the
tranches.Ingeneral, thesenior tranchesare the largest,safest,andlowest yielding bonds
inthecapitalstructure.The mezzanine tranche has lower priority dian diesenior tranche
andispromised ahighercoupon.The lowest prioritytranche that bears the first loss is die
equitytranche Thesizeof theequityandmezzanine tranchesprovidessubordinationfor
thesenior tranche.Internal credit enhancement, such asovercollateralization andexcess
spread, buffersthesenior tranchesfrom losses.Likewise,externalwrapsand insurance also
protect the senior bondholders
AIM26.3
Awaterfallstructuredetails the distributionof collateral cash flows to the different classes
of bondholders The equity tranchetypicallyreceives theresidualcash flowsoncethe senior
andmezzanineinvestor claimsaresatisfied.If the cash flows toequityholders exceed the
overcollateralizadon trigger, dieexcessis divertedto a trust account.FeesanddeJaults will
reduce thenetcashflowsavailablefor distribution
AIM26.4
LSecuridzation isacomplicated processand typicallyinvolvesan originator,underwriter,
creditrating agency, servicer,and manager.The originatorcreates dieinitial liability; the
underwriter poolsandstructures thetermsof the dealas wellasmarkets theissue;the credit
rating agencyisanactive participant suggesting/ requiringsufficientsubordinationand
enhancementstojustifythe ratings; theservicer collects and distributes the cash flowsto
investorsandmanagesdistressresolution; managers, hothstaticandactive, usually bear the
first losstomitigateconflictofinterestinassetselection and credit monitoring
Trang 11interestowedtosenior+ mezzanine).The overcollateralizationaccountincreasesfrom
recovery ofdefaultedassetsanddiversionofspread (usually a maximum ispredetermined)andearns themoneymarketrate.Ifexcessspreadis negative(i.e.,interestcollected <
interestowedtosenior+ mezzanine), theOCaccountwill useall ofitsavailablefundsuntil
depleted.The terminal cash flowsare morecomplicated: redemptionsat par+ interestfrom
surviving loans + recovery infinal period+terminalOCaccount. Nofundsarediverted
in thefinal yearasitall isaggregated and disbursed.Seniorclaimsare paid first;ifsenior is
paid in full, mezzanineclaimsare paid; ifmezzanine is paidin full, the residualaccrues to
equityholders
AJM26.6
Simulationisa useful techniquetoprovidemoreinsightinto theperformance of the
collateral and, hence, cash flows tothe tranches In particular, thedefaultintensitycan betime-varyingand estimated usingahazard distribution.The correlation hetween loans iscriticaltotire performanceof the pool, sovariousdefault prohability/correlationpairsare
used.Copulascould he usedtosimulate the timing of diedefaults.Finally,simulations allowcomputationofVaRsfor each tranche
AJM26.7
Increasingdefault probabilitywilldecrease alltranches unconditionally Incontrast,
increasing correlation willimpact each tranchedifferently.Ingeneral, increasing default
correlationincreases thelikelihood ofextremeportfolio behavior(veryfewormanydefaults)
CreditVaRcan be usedto measurethevalueof the tranchesin the left tail.Increasing
theprobabilityof default,increasesthe VaR of all tranches Incontrast:,increasingthe
correlationdecreasesequity VaR andincreases seniorVaR
AJM26.8
Defaultsensitivitiesaremeasured analogouslytoDV01 andspread‘01 byshockingthe
defaultprobability up and down by10 hasis points Defaultsensitivitiesarealwayspositiveandarelargest when the resultinglossisclosetothe attachment point
©2013 Kaplan,Inc
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Trang 12Topic26 CrossReferenceto GARPAssignedReading-Mali,Chapter 9AIM26.9
Similar toequity portfolios,systematicrisk ispresent incredit portfolios.Extremeloss
events arecaptured byhigh defaultcorrelations The thinnessof the equity and mezzanine
tranches implies that conditional lossesarelikely tobelarge.Aless granular pool(fewer but
largerloans) ismorelikelytoexperiencea tailevent,all elseequal
Implieddefaultcorrelationsforeach tranchecanhe backedout of thetranche pricing
modelsimilartohow theimplied volatilityiscalculated for die Black-Scholes-Merton
model.
AIM26.il
Loan originatorshelpcreatesecuritizationsby sellingloansintoa trust.Theyareattracted
tosecuredborrowingvia securitization because it providesalowercostoffunding
than alternativessuch asretaining loans Investorspurchase the bondsandequityina
securitization.Theyareattracted tosecuritization becauseitallows them toinvestin
diversified loan pools thataretypically reservedfor banks
Trang 13CrossReferenceto GARPAssignedReading-Mali, Chapter9
CONCEPT CHECKERS
How manyof thefollowingstatementsconcerning die capital,structureina
securitizationare mostlikelycorrect?
I Themezzaninetrancheis typicallythesmallest tranchesize
II Themezzanineand equitytranches typically offer fixedcoupons
Ill, Theseniortranche typicallyreceives the lowest coupon
A Nostatements are correct.
B Onestatementiscorrect.
C Twostatements are correct.
D, Threestatementsarecorrect.
1.
Assume thereare 100identicalloanswitha principal balance of$500,000each
Basedon acreditanalysis,a300basis pointspreadisapplied tothe borrowers.LIBOR iscurrently4% andthecouponratewill resetannually Thesenior,junior,
and equitytranchesare75%, 20%,and5% of thepool, respectively.The spreads
ontheseniorandmezzaninetranchesare2% and 6%.Excesscash flowisdivertedabove$1,000,000 Assume[hedefaultrateis2%.Whataredie cash flows todie
mezzanineand trust account in the first period?
A Creditratingagency andservicer,
B Servicerand underwriter.
C Custodianandtrustee,
D, Trusteeandmanager
3
Whichof thefollowingstatementsabout portfoliolosses and default correlationare
mostlikelycorrect?
1 Increasing default correlation decreasessenior tranche values butincreasesequity tranchevalues,
II Athighdefault rates,increasing default correladondecreasesmezzaninebond
prices
4
A Ionly
B IIonly
C Both IandII
D Neither Inor II,
Trang 14Topic26 CrossReferenceto GARPAssignedReading-Mali,Chapter9Whichof thefollowingstatementsbest describes the calculation of implied
D The risk-adjusteddefaultprobabilitiesareused inmodel calibration
Foradditional Book2 Topic26practice questionssee:
5
Self-TestQuestions:#7(page248)
Trang 15CrossReferenceto GARPAssignedReading-Mail,Chapter9
CONCEPT CHECKER ANSWERS
1. B Seniortranchesarcperceivedtobe the safest,sotheyreceivethe lowestcoupon.The equity
tranchereceivesresidualcash flows andnoexplicitcoupon.Althoughthemezzaninetranche
is often thin, the equitytranche Lstypicallythe thinnest slice
2. A Theinterest rate on the loans=4%(LIBOR)+3%(spread)=7% Therefore, the total
collateral cash flowsin thefirst period=100 x $500,000 x7%x(1-0.02)=$3,430,000.
Theseniortranchereceives$50million x0.75x(4%4 2%)=$2,250,000.Similarly,themezzaninetranchereceives $50million x 0.20 x(4%4 6%)=$1,000,000 Next,thetcsidualcash flowsarc calculated; $3,430,000-$2,250,000-$1,000,000=$180,000 Since
$180,000<$1,000,000,allcashflews arcclaimedhythe equityinvestorsand thereis no
diversion tothetrust account.
3 C Thecustodianandtrusteeplaythe least important rolesinthesecuritization process.The
servicer,originator,underwriter,credit rating agency, and manager all face conflicts of
interest tovaryingdegrees
4 A StatementIis true.Increasing default correlationincreasesthelikelihoodofmore extreme
portfolioreturns(veryhighor verylow numberofdefaults).The increased likelihoodofhighdefaultsnegativelyimpacts the seniortranche.Onthe other hand, the increasedlikelihood
of few defaults benefits the equity trancheas itbears first loss.Statement IT isfalse.Athighdefault rates,increasingthe correlation increasesthe likelihoodofmore extremeportfolio
returnswhich benefits equityinvestorsandmezzanine investors.
5 G Startingwithobserved market prices and-apricing function for tbctranches, it Ispossihlc
to backouttheimpliedcorrelationtocalibrate the model price with the market price
Thecomputation ofimpliedcorrelation assumes constantpairwisecorrelation Both
credit defaultswap andtranche valuesarcobserved Observedtranchevaluesareusedin
conjunctionwithrisk-neutral defaultprobabilitiesto computeimpliedcorrelation.
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Trang 16Thefollowingis a review of llie Gretfii Risk Measuremefu and Managementprinciples designedto address tlie
AIM staiemenis set forth byGARP®.This topic is also covered in;
SECURITIZATION
Topic 27
EXAM FOCUS
Securitization is [he process of selling cash-flow producing assets to a third party (special
purpose entity), which in turn issues securities backed by the pooled assets.Securitizations
areoften structured withinternal(e.g., overcollateralization) orexternal (e.g., letters ofcredit)
enhancements.Mortgage-hackedsecurities securitizeresidentialmortgages wheredie property
serves as the collateral.For theexam,be able todescribe thesecuritization processand he able
toidentify thevariousinternal andexternalcredit enhancementsdiscussed.
AIM27.1:Definesecuritizationand describe the process and the role the
participants play.
Securitization isthe process ofsellingcredit-sensitiveassets(i.e.,debt obligations) to a
thirdparty that subsequentlyissues securitieshackedby the pooled cash flows (principal
and interest) ofthesameunderlyingassets.Cashis transferred to thesellingparty andthe
obligation iseffectively removed from the seller’s balance sheet if the saleismade without
recourse(i.e.,a truesale).Hence,securitization represents an off-balance-sheet transaction
Further, thereexistsawiderangeofassetsthatcan be securitized (eg.,mortgages, credit
cardreceivables,autoloans),bur thecommon featureisthat die underlyingassetsgenerate
cash flows In die process just described, it isimportantto note that the third party was not
involvedin theoriginal transaction
PARTICIPANTSIN THE SECURITIZATION MARKET
Thefollowingisacomprehensivelistof participantsinatypicalsecuritization.However,all
parties neednothe involved tocompleteasecuritization
• Originator/Transferor.The originatoristhe entity thatseeks to convertits
credit-sensitiveassetsintocash(“monetize”theasset).Thecredit riskis then transferredaway
from die originator
• Sponsor.The sponsoristheinitiatorof thesecuritization.Ifahankwantstosecuritize its
ownloans,thehankisbodi thesponsorandoriginator Foranon-financialcompany, the
company mayinitiatethe processuomonetize itsaccountsreceivable(serveas ownsponsor),
or anoutside financialinstitutionmayinitiate thesecuritization (externalsponsor)
Trang 17CrossReferenceto GARPAssignedReading-Culp, Chapter16
• Asset punchaser/Transieree/Securitized productissuer.Thisrefersto the thirdpartywho
stands between theoriginatorand theeventual purchaser of thesecurities.Asdie name
implies,dieasset purchaser literally buys theassetsfrom theoriginator Thetransferee
isadistinctlegal entityfrom the originator When thestructure iscreatedsolelyfor thepurposeofbuyingtheassets,itiscalledaspecial purpose entity (SPE).TheSPE may
heacompanyor trust (moreon this in thenextAIM).Freddie Macand FannieMaeare
transfereesin themortgagemarket
» Trustee.Thetrusteeischargedwidithefiduciary responsibilitytosafeguarddieinterests
of dieinvestorswhopurchase thesecuritizedproducts.The trusteewill monitor the
assetsbasedon prespecifiedconditionsof theasset pool suchasminimumcredit quality
anddelinquencyrates.
* Custodian.Historically, thecustodialrolewas tosafeguard the physicalsecurities,buthas evolved toalso collectanddistribute die cashHowsofassetslikeequitiesandbonds.
• Servicer.The rolesof theservicerand custodianhave blurredinrecentyeans and they
may, in fact, be thesame party.The servicerwill collectanddistribute the cash flows
from theassetpool.The originator mayretain theservicingrights,whichcan be
valuable
* Structuringagent.Thestructuringagentis thedefitcto advisorforthesecuritizationissue.The agent will belargely, ifnotentirely,responsiblefor the securitydesign(e.g.,maturity',desired creditrating,creditenhancement) andforecastingdieinterest and
principalcash flows Thestructuringagentmay also be thesponsoras thetworoleshave
naturaloverlap
* Underwriter.The underwriter isresponsibleformarketinganddistributing the issue
* Ratingagency7.While thereisnoexplicitrequirement foracredit rating,mastissues,
particularly the high-grade tranches,will be rated by Standard&t Poor’s, Moody’s,and/or
Fitcb Ratingscan beassignedfor both theissuerand the particularissue
Lawfirm Legal counselprovidesinvaluable adviceonstructuringtheassets(tohe legallydistinctfrom the originator), jurisdictionalissues, proper accountingand regulatorycompliance,andtire like
• Regulatoryagency Dependingontheassetssecuritizedandoriginator (e.g., bank),
regulatorsmay become involved
* External RiskTransfer and RiskFinanceCounterparties.Thesecuritization process
itselfcan generate newrisks If external risk transferisdeemednecessary,thenadditional
counterparties may become involvedinthesecuritization process
ISSUING SECURITIZED PRODUCTS
AIM27.2: Analyze the differences inthe mechanics of issuing securitized products
usingatrustvs.special purpose entity
The primary purpose of the transfereeis tofacilitate thesecuritization transaction.In themortgagemarkets,FannieMaeand FreddieMacare pre-existing companiesthatareactive
assetpurchasers.For most transactions,however,anentirelynewlegalentitycalledaspecial
purpose vehicle (SPV) orspecial purpose entity(SPE)isconstructed-TheSPEmay be
designatedas acorporationor a trust.
If dieSPEissetupas acorporation, theoriginatorsells dieassets todieSPE inexchange
forcash TheSPE in turn issuesclaims direedy against theassetsof theSPE.This methodmay notdistance dieoriginator from dieassetsenoughforaccounting purposes
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Trang 18CrossReferenceto GARPAssigned Reading—Culp, Chapter16
Undera trust arrangement, twodistinctSPEsarecreated The additional entiryiscreated
tofurther distance theoriginatorfrom dieissuerand the underlyingassets.Acommon
arrangement willinvolvea master trust, orspecial purpose company (SPC), anda grantor
trust.Incontrast to thepreviousapproach(i.e.,corporadon),theassetsdonotservedirecdy
ascollateral Underthisarrangement,dieoriginatorsells theassets to themaster crust(SPE
1) for cash, hut diemaster crustin turn depositstheassetsinthegrantortrust(SPE 2).The
master trust receivesa beneficialinterestin thegrantor trust,whichrepresents diesame
economicpositionasif onlyoneSPEwasemployed.Nowdie claimsof the securitized
productsarehacked by the beneficial claimon themaster trust rather dianon dieassets
themselves
If all of diisseemsneedlessly complex:,restassured there isagood reasonforit.The
additionalSPEsufficiendyseparatesthe originator from the issueso theassets can trulyhe
considered “offbalance sheet.”
CREDIT ENHANCEMENTS
AIM27.3:Describe the various typesof internal and external credit enhancements
and interpret asimple numerical example.
Distributionof credit riskisfundamental tostructuringasecuredzedissue Forexample,
subordinatedclasses ofsecuritieswill bearadisproportionate share of diecredit risk
However, thewidevarietyofassetssecuritized, particularrisk tolerancesofinvestors,desired
credit ratings,andotherfactors alsocreate the needfor other methods toallocate credit risk
Internalcredit enhancement is additionalprotection provided internallytothe
securitization structure.Themost commoninternal enhancementisovercollateralization
(01C),whenmore assets arepledged toback thestructureandexceeddie liabilities
Imaginea mortgage pool thatwassecuritized basedon100 mortgages, butthe originator
included101 mortgages.Theissue isovercollateralizedbyone mortgage(he,,theinvestor
can absorbonedefault beforesufferinganyeconomiclosses)
Let’slookat anexampleto illustrate howovercollateralization enhances the creditworthiness
ofanABS.Consider thefollowingABS structure:
* Seniortranche-$300,000,000
* Subordinated trancheA=$80,000,000
* Subordinated trancheB= $30,000,000
• Total=$410,000,000
The collateral valuefor thestructureis $450,000,000, andTrancheBisfirst toabsorb
losses (the first loss tranche) Theamountof overcollateralization for thisstructureis the
difference between thevalueof the collateral and thecombinedvalueof all die tranches
Thatis:
overcollateralization= $450,000,000-$410,000,000= $40,000,000
Trang 19CrossReferenceto GASPAssignedReading-Culp,Chapter16
Thismeans that losses up to$40million will beabsorbedbycheovercollateralization, and
noneof the trancheswill experiencealoss*Lossesbetween $40millionand$70million will
be absorbed byTranche B*Lossesbetween $70 million and $150 million will be absorbed
byTranche A*Lossesgreater than $150 millionwill beabsorbedbythe senior tranche*Severalother internal creditenhancementsarediscussedas follows:
• Directequityissue TheSPE issuesdehtwithafacevalueless than the collateralin the
pool.The differencecouldhe madeupbyissuing equity; however, thedemandfor such
slicesof theasset poolissmall* Tire originatormaywishtoretain asmall portionof the
equity, but this equitymay violate theindependenceneededfor transferencetotheSPE
* Holdback IftheSPEpays fairvaluefor theassetsin thepool,thereisno
overcollateralization*However,if theSPEpayslessthan fair value for theassets,diereiseffectiveovercollateralization.
• Cashcollateralaccount (CCA)*The cash collateralaccountisreserves, not unlikean escrow account, setasidebytheoriginatorto cover lossesin thepool.Ofcourse,ifthere
are nolossesin the pool, theoriginatorwouldwantitsreservesreturned.However, the
CCArunsinroasimilar problemasthedirectequity issuemethodindiat the originator
is tied totheperformanceof theassetsitsoldandthetransactionmaynotqualityas a
truesale
• Excess spread An alternative mediod toO/Cis to generate a positiveexcessspreadbetween die collateralassetsanddie liabilities(coupons)of theSPE,les*s fee*sand
expenses.The processissimilar to adepositoryinstitutionfunding loans with lower
costdeposits*Theexces*sspreadcanaccumulateina CCAandcan even accrue toequity
holdersafter theSPEdehtmatures.
Example: Computingexcessspread
Suppose that theinterestearnedon thecollateralassetsis 7.5%, and interestpaidontheliabilitiesof dieSPE is6.25%.With feesandexpensestotaling0.4%,calculate chegross
andnet excess.spread*
Answer:
Thegro.ssexcessspreadis die differencebetween the collateralassetandliabilitycoupon
rates,
grossexcess.spread-7*5%—6.25%-1.25%
Thenet excessspreadis the differencebetween the grossexcessspreadandfees and
expenses*
net excessspread =1.25%-0.4% =0.85%
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Trang 20CrossReferenceto GARPAssigned Reading—Culp,Chapter1(3
External credit enhancement involvesexplicit creditrisktransfer to anoutside party,
Examplesincludeinsuranceandguaranties, letters of credit, credit default swaps, and put
options
• Insurance, wraps, andguaranties.TheSPEeffectivelypurchases protectionfor the
seniorbondholderswithaninsurancepolicy (guaranty)wherethe deductibleisthe
amountallocated tothesubordinatedinvestors.In thiscase,any losses that affect the
seniorholderscan be recoveredviathe insurance policy
• Lettersofcredit(LOG).TheSPE obtainsaletterof credit for thesenior dollaramount.
If lossessurpassdie subordinated threshold, thecreditlineisdrawndown to a maximum
of die fullseniordebt level
• Credit default swaps Structuringacreditdefaultswaponthe full portfoliowith
adeductibleset atthesubordinateddebt level will accomplish thenecessarycredit
enhancement*
• Put opdonson assets.Theputoptionallows theSPE tosell the collateralassets to
dieputwriterfora predetermined price.Tf dieputstrikeisset atthe loss levelof die
subordinated tranche, then losses thatwouldaccrue totheseniorholders (i.e.,larger
dian the junior claims)areoffset by the gainsontheput position
LIQUIDITYRISK,INA SECURITIZED STRUCTURE
AIM 27.4: Explain the impact liquidity,interestrateandcurrencyrisk hason a
securitizedstructure,and listsecurities thathedge these exposures.
Liquidity riskis the risk that thecash flowsfrom the underlyingassets areinsufficient
to meet thepromisesof thesecuritizedproduct Thismaystem from timingdifferences
between theassetsand liabilitiesorfrom cash flowshortages.An example of the former
would besemiannualcoupon-payingnotessecuritized tofundquarterly floatingnotes.
The latter mayresult ifdie trade receivable collateral experiences higher than expected
delinquenciesso thatdie pooledcash(low maybe insufficientto meet die fixedrate bonds
issued against them
Similartocredit enhancement,internaland externalstructures can be usedtoprovide
liquiditysupportfor theissue.Two common internalsupport mechanismsarebasedon
maturitystructureand reserves.
Maturitystructuringisanalogous to managing credit riskviasubordination.Ifthematurity
oftheliabilitiesismatched with the cash inflowsfrom die collateral pool, the tuningissue
isresolved*However, thisapproachis toosimple because late payments can unravel die
cash flowmatchingeven though thereis nodefault perse. Onesoludonistoissuean
extendablenote, a notewithan intermediate and final maturitydate.At theinterimdate, if
the principal and interestwaterfallstructureissufficientlystrong, thenote can beredeemed.
Otherwisethe securitycontinuestofinal maturity
Professor's Note:Recall thatinaprincipal waterfallstructure, the mostsenior
tranchereceives itsproportion of principal beforeany other class. Onlyafter
theseniortrancheispaid offdoesprincipal waterfallto thenext most senior
tranche, andso on.
Trang 21Topic 27
Cross Reference to CARPAssigned Reading—Culp, Chapter16
Liquidity reserves aresimilar LO dieCCAdiscussed previously Cash Lssecasidefor thesole
purposeof smoothing liquidity prohlems thatmayarise.In particular, thefundsare used to
guarantee that cheliquidityratioscanconform to thedesignatedcredit rating The reserve
may he created byfundingat theinitiationof theasset-bachedsecurity (ABS)ormay
accumulatefrom dieexcessspreadearnedon thestructure,
Externalliquiditysupportisobtainedfromoutsidethestructure vialettersofcreditwith
recourse or assetswaps An importantdistinction between creditsupportandliquidity
supportis thatliquiditysupportdoes not guarantee performanceandisnotresponsiblefor
making up shortfalls
Lettersof credit with recourseallow theSPEtodrawdownalineofcredit tocontinueto
makeits promised payments toinvestors However, theoriginator,nottheLSPE, isliable
to repay dieprincipalandinterestfrom all draws ondiecreditline Recent regulationhas
reduced theuseofrecourseLOCsforseveral reasons.First, thenewBaselAccordrequires
capital tohe heldagainstshort-termLOCs,which wasnotrequiredunder die original
Basel Second,conditioning thepayment of the originator basedontheperformanceof theLSPE questionsthe independence between the originator and theSPE
Asset swapsarederivativesecurities thatswapfixed payments for floating paymentswhere
thefixed payments are basedon areferenceasset.Thefloatingside paysa fixedamount
(assetswap rate) overLIBOR Asset swapsareusefulfor converting fixed rate assetsinto
floatingrate assets.
The key tothe useofassetswapsfor liquiditysupportisbasedon thetimingflexibility
of theassetswap TheSPE pays theprincipalandinterest to die swapdealeras the cash
flowsare received The dealer sends diefloatingrate payment tocoincide with die floatingobligationsof theSPE,The swapdealerwould providecredit protectionin theeventof
one or moredefaults(theassetswap Lsnow atotal returnswap).Toadjustfor providingliquiditysupportonly, thenotional principalLsadjusted downwardfordefaults,
INTEREST RATE RISK AND CURRENCY RISK
Interest rateriskcanarisefrom either structural differencesormaturitydifferences between
the underlyingcollateral and theobligationsof chesecuritizedstructure First,let us
considerdieimpactof structural differences Supposeafloating-rateliabilityisIssuedagainsta poolof fixed rate assets.Therefore, an increase in diereferencerate will narrow
thespreadbetween die fixed rateof dieassetsandfloating-rateof dieliability Iftheinterest
rarerisessufficiently higher,it Lspossible diat thefloating-rareliability willexceedthe cash
flow provided bythe collateral inany particular period
Interest rateriskcanalso result when the collateralandABShavedifferentmaturitiesor
effective lives.Changesin theunderlyinginterestrare can narrowthe effectivespread
Currency riskis the risk resultingfrom acurrency mismatch between theassetsand
liabilitiesof diesecuritizedstructure.
©2013Kaplan,Tnc.
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Trang 22CrossReferenceto CARPAssigned Reading—Culp,Chapter16
Thesamerisk managementtools thatareavailabletohedgeinterest rateandcurrency risk
for traditionalfixed incomeproducts and portfoliosareavailableforsecuritizedassets,
includingswaps, futures,and forward rateagreements
MORTGAGE-BACKED SECURITIESANDASSET-BACKED COMMERCIAL PAPER
AIM 27.5:Describe thesecuritizationprocess for mortgage bachedsecurities and
assetbached commercial paper.
Mortgage-bachedsecurities(MBS) aresecuritizedassetsbached bya poolof residential
mortgages However, thesecuritizationprocessfor residential mortgagesisaliidedifferent
than for odierassets First, the bankissuesa mortgage to the homeownerwho pledges
the homeascollateralonthe loan Hence,the collateralisnot placedin thecareof the
trustee.Second, the homeowner purchasesinsuranceto coverpotential losses die bankmay
suffer Third, thethreegovernmentsponsoredentities(GSE), Fannie Mae, Ginnie Mae,
andFreddieMac,arelarge purchasers ofmortgageswho then issuebonds bachedbythe
principal andinterestof the underlyingmortgages TheGSEsserve ascredit enhancersso
thereisvirtually nodefault risk in theissue However, MBSare not risklessbecausedieyare
verysensitivetochangesin prepaymentsand interestrates (i.e.,the timingof the cash flows
received)
MBSexhibitconsiderablevarietyin the cash Howdistribution promised throughthe
securitization.For example, the pooled cash flowsmaybedistributedon a pro-ratabasis
orby tranchingthe cash flows (e.g., principal onlyandinterestonlystrips) Acommon
MBSstructureisacollateralized mortgageobligation(CMO)wherebydifferentclassesof
securitieshave differentseniorityWhile all classes of theCMOreceive periodicinterest,
principal payments aredisbursed basedon thewaterfall distribution
Asset-backed commercial paper (ABCP) follows thesamebasicsecuritization process Trade
receivablesfromone or morecompaniesarepooled together,andshort-termcommercial
paper isissuedto investors.Incontrast tootherABS,ABCP doesnot tradeinan active
secondary market.Hence,the typicalinvestorhasashortinvestmenthorizonsince they
hold thesecurityto maturity.Another key differenceisdiatABShaveasingleconveyance
ofassets; oncedie liabilitiesare paidoff, thestructure terminates.ABCPonthe other hand,
continuallypurchasesnew assetsandoffers newissues.Receivablestypicallydonothavea
staredmaturityor bearinterest, so thereexistssignificantliquidityriskbecauseof die fixed
obligationsof the commercial paper
Trang 23CrossReferenceto GARPAssignedReading-Culp, Chapter16
AIM27.1
Securitization isdie processof issuingsecuritiesagainstan asset pool The proceeds of the
securitysalecollateralize the purchase of theassetsfrom the originator, therebyremovingtheliabilityandinvolvementof die originator
Thesecuritization processinvolvessome,ifnot all,of thefollowing:originator (transferor],sponsor,asset purchaser (transferee), trustee, custodian,servicer,structuringagent,
underwriter,ratingagency, law firms, regulatoryagencies,andrisk finance counterparties
AIM27.2Thesecuritization process mayuseeitheracorporationor trust astheSPE
Claimsareissued against themaster trust,effectively separating theassetsfrom the
originator
AIM27.3
Subordination andovercoilaterlizationare commoninternalcreditenhancements
Insurance,lettersofcredit, credit defaultswaps,andput optionsareexternalcredit
Interest race riskmay resultfrom timingdifferences betweenassetsand liabilitiesorfrom
structural differences.Currency riskis the riskresultingfromacurrencymismatchhetweentheassetsandliabilitiesof the securitizedstructure
AIM27.5Mortgage-backedsecuritiesaresecuridzed assetswhere residential mortgages serve as the
underlyingcollateral
ABCPisshort-term commercial paperbacked bya pool of receivables The asset-liability
mismatchcreatessignificant liquidityrisk
Trang 24CrossReferenceto CARPAssigned Reading—Culp,Chapter16
CONCEPT CHECKERS
Atransaction inwhich the originator transfersapool ofloansto aspecial purpose
entityandhasnoremaining liabilityisa:
A truepurchase
B truesale
C subordinate transfer
D, partial transfer
Fivetranchesofautoloan asset-backedsecuritiesareissuedwithaface value of
$6,000,001)and payanaveragecoupon of 5.2% The value of theautoloansis
$6,800,000,and they haveanaverageinterestrateof5.4%.Thefee for servicing
theABS is0.2% Which of thefollowingarecreditsupportsinvolvedwidi this
transaction?
A Excessspread
B Cashreserve account.
C Directequityissue
D Overcollateralization
1.
2
Whichof die following typesof riskisnot apotential risk associated with
securitizingcredit-sensitiveassets?
A Liquidityrisk
B Interestraterisk
C Currency risk
D Maturityrisk
WhaListhe firststepin thesecuritization processfor residential mortgagjes?
A The homeownerpurchases insuranceto cover potentiallosses the bank may suffer
B Governmentsponsoredentities issuebonds backed by principal andinterest
C The bank usesthereinsurance markettohelphomeownersinsurethenew
property.
D The bank issuesa mortgage tothe homeowner who pledgesthe homeas
collateralonthe loan
Foradditional Book2, Topic 27practice questionssee:
Self-Test Questions:#8(page249)
PastFRMExam Questions:#32—34(page259)
5,
Trang 25Topic 27
CrossReferenceto GARPAssignedReading—Cufp, Chapter16
CONCEPT CHECKER ANSWERS
1. B A‘‘truesale,”orabsolutetransfer, of theassets must takeplaceinorderforanypotential
benefitsfrom risk transferto occur,
2, D TheABS issupported byovercollateralizationsincethe valueof theassetpool isgreaterthan
no excessspread involvedsincetheinterestfrom tire asset
poolisequaltotheweightedcoupon ontheABSplusservicing fees Neither cashreserve account nordirectequity issuearcmentionedinthe question
3 D Maturity riskis not ariskdirectlyassociated witha securitization structure.Liquidityrisk
isthe riskthatthe timing ofthe cashflowsfromthe collateral will he unabletosatisfythe issued claims (c.g,, collateral with semiannualpaymentsthatisfunding monthlycoupon-payingbonds).Interestrate risk can occurfromamaturitydifferentialbetween
assetsand liabilitiesaswell asstructural differences(c.g,,fixed-rateassetsfunding floating
rateliabilities) Currency riskcan ariseif the collateral andissuedclaimsarc indifferent
currencies.
thevalueof thesecurities.Thereis
4 D The firststep inthesecuritization processfor residentialmortgages isthe bankissues a
mortgage tothe homeowner who thenpledgesthehome ascollateralon the loan,
5 D Thefollowingis apartiallistof participantsin a securitization: sponsor, trustee,rating
agenty,structuringagent,andlawfirm
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Trang 26The lolkiwilÿ is i review of the Credit Riflk Measurement and Managementprinciples designed LLJ address die
AIM statements set forth byGARP®.This topic is also covered in:
Topic28
EXAM FOCUS
This topicdescribesmany importantaspectsof thesuhprimemarkets*Sevenfrictionsbetween
marketparticipantsarediscussed involvingmortgagors,originators,arrangers,ratingagencies,
asset managers, and investors You should understand the information problem (moral
hazardor adverse selection) for each friction Characteristics of subprime mortgagesare also
discussedincludingloan terms, performance, and subordination For theexam, he familiar
withsubprimemortgagesecuritization,the frictionsin thesuhprimemarket, and the process
of ratingsubprimesecurities
THE SUHPRIME SECURITIZATION PROCESS
AJM28.1:Explain the sub primemortgagecredit securitization process in the
UnitedStates
The subprime securitization process in theUnitedStatesinvolves several differentparties
heginningwith the borrowingneeds of thehomebuyer The borrower (mortgagor) applies
foramortgageand,conditionalon theduediligence of thelender,isextendedaloan
with the residence servingascollateral.Borrowersrangeinquality from prime(i.e.,strong
credithistory)toAlt-A(i.e., borrowers with goodcredit butmoreaggressive underwriting
standards) eosubprime(i.e., borrowers withpoorcredit history) Lenders sellasignificant
portion of their loans to athird-party (special purpose vehicle) andreceivecashin return.
Primeloans thatmeetconforming standardsaresold to governmentsponsoredenterprises
(GSEs).Theremainingloansareincreasingly being soldand taken off theoriginators’
balance sheet.Approximately75% ofnewlyoriginatedsubprimemortgages weresecuritized
in2005 and2006
FRICTIONSINSUBPRIMEMORTGAGE SECURITIZATION
AJM28.2:Identify" and describe hey frictionsinsubprime mortgagesecuritization,
andassessthe relative contribution of each factor tothe suhprimemortgage
problems.
Ingeneral,when twoparties do not have thesameinformation (which is usually thecase),
asub-opdmaloutcomeresults.The twobroad classesof information problemswewill
discussherearemoralhazard and adverseselection Moral hazard denotes theactionsone
partymay taketo thedetrimentof the other A classic exampleistheshareholder-manager
relationship where the managersmay usedieirposition for personalgain radter dianfor
Trang 27CrossReferenceto CARPAssigned Reading-Ashcroft Sch nermann
theshareholders towhom theyowe afiduciary duty.On theotherhand,adverseselection
iswhen one party possessesimportanthiddeninformation.Forexample,a personsdriving
ahilityisprivateknowledgeandapotential buyer ofautoinsurancewill have dieincendve
to represent themselvesasgood driverseven if theyare not. Mechanismsaredesigned
tominimize theseiniortnadon problems such asboard oversight for the managersand
examinationofdriving recordsfor thoseseekingauto insurance,
Thereare sevenfrictionsin themortgagesecuritization process.Each frictionisdiscussedas
follows
FrictionIt Mortgagorandoriginator.The typicalsubprimeborroweristypically
financially unsophisticated.Asa result, the borrower maynotselect the best
borrowingalternadvefor themselves Infact, the borrowermaynot evenbe
awareof thefinancingopdonsavailable.On the other hand, thelendermay
steer theborrower to products thatare notsuitable
Friction2: Originatorand arranger.Thearranger(issuer)purchasesthe loansfrom
theoriginators for die purposeof resale throughsecuritizedproducts The
arranger will perform duediligencebut stilloperates at an information
disadvantage todieoriginator.Thatis, theoriginator hassuperior knowledge
about the borrower (adverse selecdon problem).In addition, die originatormayfalsifyorstretch die boundsof theapplication resultingin largerdianoptimallending(predatorylendingor predatory borrowingasdiscussedinAIM2K.9).
Arrangerandthird-parties.Thearrangerof the pool ofmortgageswill possess
better information about die borrower than third partiesincluding ratingagencies, assetmanagers,and warehouse lenders The adverse selectionproblem gives thearranger the opportunityto retain diehigher quality
mortgagesandsecuritize the lower qualitymortgages(i.e.,lemons)
Friction3:
The warehouse lender temporarilyholdsandfinances the underlying
purchases.Asa precaution,the warehousewill hind lessthan 100% ofits
estimatedcollateral value forcingthe arranger to retain aequityposition onits
balance sheet
Theasset portfoliomanagerpurchases theassetsfor the poolfrom the
arranger.Onceagain, thearrangerhas superior information about the
creditworthinessof themortgage pool.Tominimizedie potentialadverse
selection problem, theassetmanager must useadequateduediligence, use
reputable arrangers, and force credit enhancements from thearranger
Similarly, the rating agencies determine theamountof credit enhancementnecessary toachieve die desired creditrating.Thus, therating agencyis
dependenton theinformationprovided by thearranger.Typically, thedue
diligenceon thearrangerand originatorisrushed.
Friction4: Servicerand mortgagor Theservicer’sroleisto managethecashflowsof the
pool and follow upondelinquencies and foreclosures.AconflictofInterestarisesfordelinquentloans The homeownerin financial difficultydoesnot
have theincentive to upkeeptax payments, insurance,ormaintenanceoil the
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Trang 28Topic28 CrossReferenceto GARPAssignedReading~j\shcioft &Schuermann
property.Escrowedfundscan minimizethis problemhut ultimately efficient
foreclosure muse comply with federal regulations.
Servicer andthird-parties.Theservicerfacesa moral hazard problembecause
their(lackof)effortcanimpact theasset manager and credit ratingagencies
widiout directlyaffectingtheirowncash flow distribution In delinquency
theservicer isresponsiblefor the propertytaxesandinsurance premiums
These fundsarereimbursable upon foreclosureso thereisa temptation to
exaggerate thefees andexpenses particularly withhigh recoveryrates.
Friction5:
Theserviceralso hasanincentivetokeep theproblemloanonitsbookshymodifying loan terms rather than foreclose(investor preference).Sincemost
of diecosts areunrecoverable (escrowanalyst payment set up, etc.) the
propertyneedstoheactiveto generateanyadditionalfunds to theservicer
It isapparentdiat thequalityof theservicercan direedyimpactthecash
flowsof the pool whichin turnaffects the credit rating Changes in credit
ratings reflect poorlyondieagency.Therefore, thecredit rating agencies
musL nseduediligenceinanalyzing theserviceraswell as the underlyingcollateral
Assetmanagerandinvestor.Theinvestor relies ondieasset manager’s
expertisetoidentifyandanalyze potentialinvestments.It isdifficultfor
theinvestor tocomprehend theinvestmentstrategyand the investor will
notbe abletoobserve theeffort of themanagement team (same moral
hazard problemasshareholder-manager) Investmentmandatesand proper
benchmarkingcan mitigatesomeof thedistortion.
Friction 6:
Investorand creditrating agencies.Ratingagenciesarecompensatedbythe
arrangerandnot the end user,the investor.To theextent that therating
agenciesarebeholden to thefeestructureof the arranger, aconflictof
interest arises.In addition,it isvery difficultto judgethe accuracy of dieir
models particularly withcomplex products and rapid financialinnovation
Friction 7:
Fiveof die above factorsaredirectcontributors to therecentsubprimecrisis First,the
complexityof the product and naive natureof the borrower ledtoinappropriateloans
(friction 1) Second, managerssought the additionalyieldfromstructuredmortgageproducts
without fullyassessing the associated risks(friction6).Third,die problembecamemore
expansiveas underperforming managersmadesimilar investmentswithless duediligence
onthearrangerandoriginator (friction 3).Fourth,astheassetmanagersreduced their
oversight,itwasnatural that thearrangerwould followsuit(friction2).This left thecredit
rating agenciesas the lastlineofdefense hut theyoperatedat asignificantinformational
disadvantage Finally, theassignedrating?werehopelesslymisguided(friction 7)
Trang 29CrossReferenceto GARPAssigned Reading—Ashcroft& Schuermann
CHARACTERISTICSOF THESUBPRIME MORTGAGE MARKET
AIM28.3:Describe the characteristics of the subprime mortgage market,including
the creditworthiness of the typical borrower and the features and performance ofa
subprime loan.
Subprime borrowershavea historyof eitherdefaultorstrong indicators ofpossiblefuture
default,Past incidentsinclude 30-or60-day delinquencies, judgments, foreclosures,repossessions, charge-offs,or bankruptcy filings.LowFICOscores(660or below}ora high
debtservice ratioof 50% or more arelikelyindicatorsoffuture default.
Thevast majority of subprime loansareadjustable rate mortgages The loan offersa teaser rateforashort period of time,and then adjustseachyearrelativeto a floatingrateindex:
(usuallyLIBOR}.The2-and3-year teaser rates arecalled 2/28 and 3/27hybridarms
denoting the fixedand floatingterms,respectively (e.g., fixed termis2 years,floating term
is28years).Since rhe majority of dietermof themortgageisfloating,die borroweris
bearingdieinterest rate riskincontrast to a traditionalfixed rate mortgagewhere thelender
bears theinterest raterisk
Theperformance of subprime pools indicatesdefaultsand foreclosureswayabove historical
levels.Asa point of reference, theaudiorsofthe reading analyzeaNew Century pooloriginatinginMay2006andestimatea23% cumulativedefault rate through August 2007
AIM 28.4: Explain thestructureof the securitization process of the subprime
mortgageloans
Securitized poolsincorporatestructures to provide protection toinvestorsfrom lossesin die
collateralincludingsubordination, excessspread, shiftinginterest, performance triggers,andinterest rateswaps
Subordinadoninvolves creating tranches ofdifferingprioritylevels.Lossesareapplied first
to themostsubordinated tranche, the equity tranche.Theequity trancheis usuallycreatedfrom overcollateralization(i.e.,assetsinexcess of facevalue).Ifthe lossesexceed thesizeof
this tranche then losseswillreach thenexthighest subordinatedlevelcalled themezzanine
Creditradngsonmezzaninedebt typicallyvary from AAtoB.In this fashion, themost
senior trancheis protected by all diejuniortranches and offersthelowest return.
Mortgagespoolsare typically constructedso that dieweightedaveragecoupon(lessservicing,hedging, andodter expenses) exceeds theweighted average payout.The difference
iscalled dieexcessspread, which ispaid toequity traildieinvestors when available Thus,
theexcessspreadprotectsall tranches
Undershiftinginterest, thesenior investors receiveall principal indiepool while the
mezzanine investors receiveonlyinterest.Theseniorholders mayreceivetheprincipalfora
setperiod of time(“lockoutperiod*)or untilacutoffratio isreached.
Performancetriggersdenote the releaseof overtoilateralizion which isapplied from thebottomof the capitalstructure up
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Trang 30Topic28 CrossReferenceto GARPAssigned Reading—Ashcroft &SchuermatmSincethe firstfew years of thepoolarefixed, the poolfacesinterestraterisk.Asprotection,
interestrateswapsare used where die pool will payafixed rateand receiveafloating rate,
THE CREDIT RATINGS PROCESS
AIM 28.5: Describe the credit ratings process with respecttosubprimemortgage
backedsecurities
Acredit rating isdefinedas an opinionon the creditworthinessof the specific bondissue,
Notethat die assigned ratingisspecificto thesecurityandin nowayareflectionon the
originator.Theratingsrepresent ait unconditionalviewof the ratingagencyas they rate
"thnough-the-cyde.”
Therating processinvolvestwo steps:(l)esdmationof loss distribution and(2)simulation
of the cash flows.Once theestimatesareobtained, theagencyindicates the levelof credit
enhancementnecessary toachieve thedesiredrating If the projected ratingis toolow,the
originatorcan provideadditional enhancement to raise therating
AIM28.6:Explain the implications of credit ratings onthe emergence of sub prime
relatedmortgage backedsecurities
Assigning credit ratings forsecuritizedassets presentsadditional challenges.Credit ratings
for subprimesecurities,andmoregenerallyasset-backedsecurities(ABS),differfrom
corporateratings inseveral important ways.First,corporatebond ratingsarebasedonthe
firm-specific characteristics of dieissuerwhereasABS isaclaimon a portfolio.Hence,
systematic risk and degreeof correlation between assetsisimportant in the latter butnot
dieformer.ABSrepresentsclaimson astaticpooland cannotinfuse additionalcapital
or restructure as acorporationcan.In addition,dieforecasts forABSincorporatefuture
economicconditionssincethe cash flowstream istiedtothemacroenvironment.Finally,
whilecorporatesandABSswith thesamerating mayindicate similar default probabilities,
theABSwill exhibit much widervariation in losses
AIM 28.7:Describe the relationship between the credit ratings cycle and the
bousing cycle.
Thegoalof theratingsystemis to ratethrough-theKtycle, meaningthat there shouldnot be
excessive upgrades (downgrades) ifdiehousingmarket heats up (slows down), Aproblem
may arise if the agency assigns,say,anAAA ratingduringa boom period As diehousing
marketslows down, the probabilityof defaultincreasesand the securityhasmigratedto
AAeven though the agency has notmadea publicpronouncement.The problemisfurther
exacerbated ifnewdealsare basedondiecredit enhancementsfromtheAAA rating in the
boom period
Aseconomicconditions change, itisexpected to see someupgradesor downgradesin
mortgage-backedsecurities However,theeffect mayamplifyupanddown markets For
example,in adownwardtrending market,additional enhancementsareneededtomaintain
thehighest ratings.This “crowdsouf the credit availablefor lower raced borrowers
increasingtherequired loan rate orraising qualificationstandards.The oppositeis truefor
bousing upturnsfreeingupcreditfor lower rated borrowers
Trang 31CrossReferenceto GARPAssignedReading—Ashcroft& Sch nermann
Cash Flow Analysis of Excess Spread
In theratings processit isnecessarytosimulate the cash flowsof thestructure toforecast
the degree ofexcessspread usedforcreditenhancementAs youcan imagine, the forecasts
arecomplexanddependonseveral interrelatedfactorsincluding creditenhancement,
timingof losses, prepayment rates,interest rates, triggerevents,weightedaverage loan race
decrease, prepaymentpenaldes, pre-fundingaccounts,and hedginginstruments Themore
important factorsarediscussedasfollows
First, the credit enhancement identifies dieamountof collateral thatcan be impaired before
the tranchesuffersaneconomicloss The timingof lossesisalsoimportantbecauseas
lossesaccumulate,lessexcessspread will be available.Amoreconservativeapproachwould front-loaddie losses Prepaymentswilldirectlyimpact theexcessspread Prepayments
maybe voluntary(refinance,sales)or involuntary(default)so theprepaymentassumption
directlyimpacts thecash flowanalysis Prepayments typicallyfollow theCPR(conditional
prepayment rate)convention However, itisimportant to notethat hybrids will havehigher than predicted defaultson orabout thereset datedue to the suddenchangein
ratesand financial conditionof thesubprimeborrower A moreconservative viewwould
accelerateprepaymentsreducingfiirdierinterestcollections Finally, the path ofinterest
ratesintroduces uncertaintyinto dieprojected cash flowstream.Interest ratesdetermine the
adjustments(i.e.,cash inflows),and influence refinancing.
AJM28.8:Explain the implications of the subprimemortgagemeltdownon the
managementof portfolios.
Currendy, therating agenciescollectivelymonitorapproximately10,00t)mortgagepools
It would beimpractical to monitor each poolon a mondilybasis indetail Itiscurrent
practice toannuallyrevieweach individual poohAn important performancemeasureused
duringthisreview isthefosscoverageratio(LCR),definedas:(currentcredit enhancementfor tranche) / (estimated unrealizedlosses).An exampleofacredit enhancementisexcess
spread If dieLCR isbreached(he.,falls below whatisacceptable),afull review iswarranted.PREDATORY LENDING AND BORROWING
AIM28.9: Compare the difference between predatory lending and borrowing.
Predatorylending resultsin the borrowerbecomingworseoff aftertheJoan than before.This mayhappenbecause therates aredeceptively high,theappraisalsareinflatedallowingtheborrower to extractequityand then cannotrefinance,and prepayment penaltiesare
extreme,steering borrowersunnecessarily tosubprime productsandsimilar ruses Predatory
lendingmayalso include outrightfraudulentactivity inadditiontodeception
Predatory borrowingismisrepresentation inthe mortgageapplicationfromtheborrower
side The temptationisdriven by increasing housing priceswherebythe borrowerfeels that
hecannotcatch up widihousingprices Therefore, lyingon themortgageapplicationallows
theborrower to thebuydie house with the expectation that continued appreciation will
allow afavorable refinancing.Thefraudmay be perpetratedbythe buyer aloneorinconcert
withlawyers,broker, and appraisers
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Trang 32Topic28 CrossReferenceto GARPAssignedReading—Ashcroft&Schuermann
AIM 28.1
Therecent pasthaswitnessed about75%ofsuhpriinemortgagessecuritized
AIM28.2
Frictions involve cheborrower,originator, arranger,assetmanager,investor,andrating
agency The frictionsarebasedon adverseselectionandmoral hazard problems
Ultimately, thelack ofduediligenceontheassetmanager andarrangerled to evenlooser
underwriting standards.Thecredit ratingagenciesissuedratings that lacked this key
information
AIM28.3
Subprimemortgages aremainlyhybridarms(2/28and3/27) where the term denotes fixed
and floating, respectively.Hence,the borrowerretains thevastmajorityof theinterest rate
risk
AIM28.4
The capitalstructureofapool places thesafestsecuritieson top (senior notes),junior
securities in die middle (mezzanine)and riskieston the hottom (equity)
Subordination,excessspread,andshiftinginterestprovideprotection for thesenior
tranches
AIM28.5
Creditratingsaredeterminedby theamountof collateralization inthestructure. If the
projectedcash flowsareinsufficient to warrant adesired rating,theoriginatorcansupply
additionalenhancement
AIM 28.6
Creditratings forABSsare morecomplex thancorporate ratingsbecauseof theunderlying
portfolionatureandcorrelation hetweenassets, dependenceon economicforecasts,and
static natureof the collateralpool
AIM28.7
Creditratingsaredesigned to ratethrough-the-cyclesothaLtliere are not excessive upgrades
(downgrades) during housingbooms (busts).However, changingrequiredenhancements
amplify theimpact onhousingmarkets byreducingcreditindown marketsandincreasing
creditin up markets for the lowest rated borrowers
Trang 33CrossReferenceto CARPAssignedReading-Ashcroft& Schuermann
AJM28.8
Ratingagencies collectively monitorapproximately10,000 mortgagepools.It’simpractical
tomonitoreach poolon a monthlybasisin detail,soannualreview'sarepreferred
AIM28.9Predatorylendingiswhen die borrower’swellare is reducedafter undertakingthe loan
The key characteristicis that the borrower has enteredintoan agreementwith unfavorable
terms.Predatory borrowingis when the borrowerknowingly misrepresentshis financial
condition to secure aloan that heotherwise wouldnot qualify for
Trang 34Topic28 CrossReferenceto GARPAssignedReading—Ashcroft&Schuermann
CONCEPT CHECKERS
Whichof thefollowingisnot afriction inthesubprimesecuritization market?
A Investorandrating agency
B Servicerandmortgagor.
C Mortgagorand arranger
D Assetmanager andinvestor
Whichof thefollowingfrictionsrepresents anadverse selection problem?
A Investorandmortgagor.
B Originator andarranger
C Servicerand ratingagency
D Servicerand mortgagor.
Whichof thefollowingstatementsaboutsubprime mortgagesistrue?Subprime
mortgages:
A aretypically Usedrateobligations
B oftenusethe2/28or3/27hybridstructure.
C force thelendertobear mostof theinterestraterisk
D aresimpler toanalyze than corporatebonds.
Whichof the followingistrueabout predatory lending and predatoryborrowing?
A Both underprovidecredit
B Bothoverprovidecredit.
C Predatory lendingunderprovidescreditandpredatory borrowingoverprovides
A Subordination, excessspread, andshiftinginterest
B Subordination, prepayments,and shiftinginterest
C Overcollateralization,excessspread,andtintingoflosses.
D Overcollateralization,excessspread,andprepayments.
Foradditional Book2, Topic28practice questionssee:
5
PastFRM Exam Questions:#35-37 (page260)
Trang 35Cross Reference to GASPAssigned Rending—Ashcroft Schuermann
CONCEPT CHECKER ANSWERS
1. C Themortgagor and.arranger haivcnodirectcontact sothereis nofriction
2 B The originator has better informationahout thequalityof the borrowersso the arranger
issubjectto anadverse selection problem.Thatis,ifthe originatorkeepsthe highquality
mortgages,thearrangerwillreceivelemons
3 B Most suhprimesare 2/28 or3/27structureswhere the futedcomponent isfortwo orthree
years.Hence,theremainderof theterm (27 or 28years) isvariable and hears the majority oftheinterest rate risk.
4 B Predatoryborrowingis whenthe borrower misrepresents themselvestoobtain credit they
otherwise would be denied.Predatory lendingisproviding credit that iswelfaredecreasingand shouldnot beprovided-
5 A Subordination,excessspread, and shiftinginterestprovideprotectionforseniortranches
Overcollateralization alsoprovidesprotection forsenior tranches,Timing of losses impacts
excessspreads.Prepaymentscanaccelerateordecelerate the cash flows to senior tranches.
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Trang 36Thefallowingis i review of ihe Credit Risk Measurement and Management.principles designed LO address Lite
AIM statements set forth by GART®, This topic is also covered in:
Topic 29
EXAM FOCUS
This topic examines die concept ofcounterparty credit risk and introduces techniques ior
mitigatingandmanagingcounterpartyrisk.Fortheexam,besuretoknow the basic terminology
related to counterpartyriskandhavean understandingof how institutionscan mitigateand
manage this risk* Also, know the definitionsanddifferencesamongthevariouscredit exposure
metricsthatarediscussed
COUNTERPART* RISK
AIM 29.1: Definecounterpartyriskandexplain howitdiffers from lending risk.
Counterpartyrisk isthe risk thata counterpartyis unableorunwillingtoliveupto its
contractual obligadons.Within thecontextof derivativescontracts,defaultoccurs at some
pointafterinception hutpriortothe endof thecontract term.Ifdefaultoccurs, current
and futurepayments required by thecontractwillnot be made
Lending riskhastwonotable characteristics: (1) theprincipalamount atriskis usually
known with reasonable certainty{e.g.,mortgage at afixed rate)and (2)onlyone party
(unilateral) takeson risk.Counterpartyriskgoesfurther dianlendingrisk becauseittakes
intoaccountdiat the valueof the underlyinginstrument is uncertain intermsof absolute
amountandintermsof which partywill beat asubsequent gain orloss In addition,
counterparty riskis bilateralin that eachparty takesonthe riskthat thecounterpartywill
default; die pany that is"winning* takeson the risk thatdie partythatis"losing*will
default
TRANSACTIONSWITHCOUNTERPART* RISK
AIM 29.2: Identifytypesoftransactions thatcarry counterpartyrisk.
Exchange-tradedderivatives donotcarrycounterparty risksince theexchangeis usually the
counterpart}'.Therefore,diefocusherewill beonsecurities financing transactionsand
over-the-counter(OTC) derivatives
Securitiesfinancing transactionsincluderepos and reverserepos, and securitiesborrowing
and lending
Reposareshort-term lendingagreements(asshortas oneday) secured by collateral The
lender receivesthe reporate,calculatedas arisk-freeinterestcharge, plusa counterpartyrisk
chaige.Collateralis usuallyin theform ofliquidsecurities.A haircutisapplied tomitigate
Trang 37Topic 29
CrossReferenceto GASPAssignedReading—Gregory, Chapter2
against thecounterpartyrisk thattheborrower willnotrepay thecashand tomitigate
againstadeclineIn thevalueof the collateral*Toillustratetheuseofahaircut,assume a2%haircuton a$100 million loanamount.Thismeansdiatapproximately $102.04million
ofsecurities is requitedascollateralon a $1()0millionloan[$100 million /(l-0*02)
-$102*04 million]
OTCderivatives includeinterestrate products (the bulkof thetransactions),foreign
exchange transactions,and credit defaultswaps (CDS)
When comparinganinterestrateswapto aregular loan,counterparty riskis reducedfor theinterest rateswapbecause thereisnoexchangeof principal The risk liesin theexchangeoffloatingcash payments versusfixedcash payments.Thenotionof “netting1’ furtherreduces
counterpartyrisksinceonly the difference between thetwo payments(the netamount) is
exchanged periodically.Assoon asdiecounterpartydefaultson payments, thereis noneed
for the other party tocontinue makingpayments.
Foreign exchangeinstrumentscarrylargecounterpartyriskdueto the need toexchangenotionalamountsanddue tolongmaturities(thereby increasing the probability thata
defaultwilloccur at least once)
Creditdefault swapscarrylargecounterpartyrisksduetowrong-way risk and significant
volatility (thereby increasing the probability that there will hea''losing'1party that will
default).Wrong-way risk refers to an increase inexposure whencounterpartycreditquality
worsens.Itcan beillustrated inaverysimplified example wherebyafirminvestedin Greeksovereign deht wishes to protectits positionbypurchasingaCDSoilGreeksovereign
debtfrom aGreek bank.Assumingareduction in the ratingof Greek sovereign debt, the
buyer of theCDSis “winning*”However, die ability of the “losing”counterparty(theGreekbank) to meetitsobligations will further be impairedas aresultof die credit rating
decrease.
MITIGATING COUNTERPARTY RISK
AIM29.3:Explainsomewaysinwhichcounterparty riskcan be mitigated.
Asmentioned,nettingiscommonly usedto mitigatecounterparty risk Each party's
requiredpaymentiscomputedandthen offsetsothat only the partythat "owes”a net amountisrequired to make thatpayment to thecounterparty.Hie success ofnettingdependson thenatureof the paymentsinvolvedand whether theyateeasytooffset Legalriskmaybe involved with netting
Asecondwaytomitigatecounterpartyriskistheuseof collateralization Taking collateralequal
allcounterpartyrisk However, by takingcollateral, thereare someadministrativecosts
involvedinaddition to takingonliquidityrisk (i.e.,collateral may havetohe soldat a
significant discountin the shortterm) andlegalrisk (i.e*,attemptingto cake titleon the
collateral maybealonganddrawnout legalprocess)
greater than the notionalamountofprincipalshould theoreticallyeliminate
to or
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Trang 38CrossReferenceto GARPAssignedReading—GregoryChapter 2
A third way tomitigatecounterpartyriskis throughhedging(discussed inAIM29.8)
Using credit derivativesallowsanorganization toreducecounterparty exposure toitsown
clientsinexchangefor increasingcounterpartyexposuretoclientsofacompetitor
Centralcounterparties(e.g., exchangesandclearinghouses) frequendy takeon die role
of thecounterparty,whichoffersanotherwaytomitigatecounterpartyrisk.Theyare a
convenientwaytocentralizecounterpartyrisks,settle transacdons, and reducethe bilateral
risks inherentinmany derivadvescontracts.However, the useof central counterpardes does
reduce theincentiveofpartiestocarefullyassessandmonitorcounterpartyrisks
COUNTERPARTY RISK TERMINOLOGY
AIM29.4: Define the following terminology relatedto counterpartyrisk: credit
exposure* credit migration.) recovery, mark-to-market, replacementcost,asymmetric
exposure, and potential future exposure.
Credit exposure(orsimply exposure)is the loss diatis'‘conditional” on thecounterparty
defaulting.Itcan heillustratedwithafinancial instrumentcontract between twoparties*
Afterinception, assumeCounterparty Ahasa positivevafue{it isdie creditor andisowed
money),andCounterparty B hasanegadvevalue(it isthedehtor andowesmoney) If
CounterpartyB defaults, Counterparty Awillsufferalosson theamountowed.
Inquantifyingexposure, itisnotalways thecase that thefull principal amountisatrisk
Therefore,a morerelevant calculationisreplacementcost togetherwithanassumpdonof
a zerorecovery value Furthermore, calculationsmustconsidercurrentexposure (current
claims andcommitments),futureexposure (potentialfutureclaims), andcontinent
liabilities
Regardingcredit migration, thecounterpartymaydefaultoritscredit radngmay
deteriorateoverthe termof thecontract,especially for longtimehorizons Alternatively,
there may beanimprovementincredit ratingover time.Toassesscreditmigration,we must
considerthetermstructureofdefault probability:
* Futuredefaultprobabilitywilllikelydecreaseover time,especiallyfor periods farintothe
future Thisisdueto die higher likelihood that the default will have alreadyoccurredat
someearlier point
* An expecteddeteriorationincredit qualitysuggests anincreasingprobability of default
overtime
• An expectedimprovementincredit qualitysuggests adecreasing probabilityoldefault
overtime
Empirically, thereismean reversion increditquality,so theimplicationisthat
counterpartieswith strongcreditratingstendtodeteriorate (increasing default probability
overtime).Thosewith weak creditratings Lend toimprove (morelikelytodefaultearlier
andlesslikelylater) Defaultprobabilityofa counterparty canbecomputedin twoways:
areal (historical) measure(identifying die actual default probability) anda risk-neutral
measure (computingthe theoreticalmarket-implied probability)*
Recoveryismeasured bvthe recoveryrate, whichisdie portiou of theoutstandingclaim
actually recovered after default.Forexample,a recoveryof 70%suggests a30% loss As
Trang 39CrossReferenceto GARPAssigned Reading-Gregory;Chapter2
discussedearlier in thedefinitionof exposure, recoveryisnot usuallyconsidered when
pricing credit risk Related totheconcept ofrecoveryislossgivendefault(LGD),which is
calculatedas: 1 -recoveryrate.
Mark-to-market(MtM) isanaccrualaccounting measure drat isequaltothesumof theMtMvaluesof allcontractswith agiven counterparty.Although intheory itrepresents
thecurrent potential loss,itdoesn’t considerotherfactors suchasnetring,collateral,or
hedging MtM Is equal to thepresentvalueof all expectedinflows less the present valueof
expectedpayments(positiveifinfavor of thepartyand negative ifnot).MtMisameasure
of replacementcost.However, althoughgenerallyclose,current replacementcost isnot
theoreticallythesame as die MtM value duetofactors suchas transactioncostsandbid-ask
spreads
Theunderlyingcontracts between thepartiesaresettled basedondieMtMvalueatthe
timeofdefault.Asymmetricexposurein theeventofdefault.Isillustratedasfollows:a party
loses ifits MtM is posidveand hasnogain ifitsMtMisnegative.PositiveMtMrepresents
the claim againsta defaultingcounterparty.Any recovery value will helpreducedefaultloss Negative MtMrepresents an amountstilllegallyowed to adefaultingcounterparty.
Thisasymmetric exposurerisk profileissimilar todiatofashortoption position,soin
quantifyingexposure,one needs toconsider thevolatilityof the MtM value
Potentialfuture exposure(PFE) Isan estimateof MtMvalueat aspecificpoint inthe
future.Itis usually basedon ahigh confidencelevel, takingintoaccount theworst-case
scenario.Thecurrent MtM may followa numherofdifferent possible pathsInto the future,
so aprobabilitydistributionof PFEcan be derived (as shownin Figure1).PositiveMtM(theshadedarea) is the partof theexposure thatisatrisk.Any points inthis shadedarea can representPFE
Figure1:PotentialFutureExposure
Trang 40CrossReferenceto GARPAssigned Reading—Gregory, Chapter 2
MANAGING COUNTERPARTY RISK
AJM29.5: Describe the differentways institutionscanmanagecounterpartyrisk.
Methods tomanagecounterpartyrisk include: tradingonly with high-quality
counterparties,cross-productnetting, close-out, collateralization,walkawayfeatures,
diversifyingcounterpartyrisk,andexchangesand centralized clearinghouses.
Trading onlywithhigh-qualitycounterparties isasimple andstraightforward mediodfor
managingcounterpartyrisk All of thesecounterparties would haveAAAcredit ratings and
may not herequired to providecollateral
Cross-product netting works with derivativetransactionsthat canhave bothapositive
anda negative value In thecaseofadefaultbyeithercounterparty, anettingagreement
will allowtransactionstobeaggregatedandreduce die riskfor both parties Thelegaland
operational risks thataccompany nettingmustbeconsidered.Anexample of cross-producL
netdngisasfollows(fromCounterpartyA’sperspective):
CounterpartyA CounterpartyB
Trades with positiveMiM
Trades with negativeMrM
Exposurewith nonetting
Exposure with netting
+$20 million-$17million+$20 million+$3million
—$2.U million+$17million+$17million
$0
Close-out is the immediate closing of allcontractswith die defaultedcounterparty.When
combined with nettingof McM values,aninsdtudon may offset whatitowes to the
counterparty (anegativeamount)against whatitisowed hythecounterparty(a posidve
amount)*Ifthenet amountisnegative,die institution will makea payment,butifthenet
amountispositive, it will makea claim Thisresultsinanimmediate realizationof netgains
or losses for the insdtudon
Collateralization(i.e*,margining)occursin theform ofacollateralagreementbetween
twocounterparties that:reducesexposurebyrequiringsufficientcollateral to be posted by
eithercounterparty to supportthenetexposurebetween them.LSufficientcollateral does
theoreticallyreduce thenetexposureto zero. Posting collateralisdoneon a periodicbasis to
minimize transactioncosts*However,collateralization doescomewith market, operational,
andlegal risksaswellassignificantworkrequirements to ensuretheprocessisdone
properly
Awalkawayfeature allowsa party tocancel the transactionif thecounterpartydefaults.It is
advantageousifa partyhasa negative MtMand thecounterpartydefaults
Diversificationofcounterpartyrisk limits creditexposure toanygivencounterparty
consistentwith thedefault probability of thecounterparty.When aninstitution tradeswith
morecounterparties, thereismuch less exposuretothefailureof anygivencounterparty.
Asdescribedpreviously,exchanges and centralizedclearinghousestakeondieroleof
thecounterpartyandguaranteeall trades hy removingall counterpartyrisk from trades.