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    ntroduction

    Commercial mortgage-backed

    securities (CMBS) investors

    have learned, i nothing else

    han out o necessity, how to split the

    heck. During the real estate boom,

    nvestors modeled senior CMBS bonds

    with minimal prepayment risk and were

    willing to discount the probability o

    osses to junior CMBS bonds. In todays

    istressed environment, CMBS investorsace increased deault and prepayment

    sk as a result o special servicers selling

    onperorming loans and real estate

    wned (REO) properties. It is imperative

    or CMBS investors, or those who wish

    o gain knowledge o the subject,

    o understand how to evaluate both

    ommercial mortgage credit and CMBS

    ashows (or wateralls) to translate these

    ague ears and worries into actionable

    normation.

    This white paper uses special servicer

    ata and ratings agency methodologies

    o analyze CMBS loans. By applying

    his analysis, investors are empowered

    o make their own determinations on

    pricing and risk or CMBS, essential tools

    or portolio management and CMBS

    rading decisions (secondary CMBS).

    CMBS is created by splitting the cash owrom commercial mortgages into dierent

    bonds, known as tranches. Commercial

    real estate investors with an opportunistic

    strategy may appreciate how their skills can

    be used to identiy pricing discrepancies

    that then impact structured real estate

    fnance. Structured fnance investors can

    use this article to appreciate the impact that

    unique attributes o individual real estate

    assets have on CMBS investments.

    Problematic deals that special servicers

    are now tasked with resolving are numerous.

    In act, about 8% o all outstanding CMBS

    deals are delinquent as o September 2011,

    according to Morningstar.

    This article uses actual loans and CMBS

    SPRING 2012 RESEARCH PUBLICATIO

    Predicting CMBSPrepayments and Deaults

    The Impact o Distressed Real Estate Loans on CMBS Perormanceresearch report prepared for the Steven L. Newman Real Estate Institute by Benjamin Polen, Senior Research Associate at the Institute.

    I had been gettingsomething or nothing.That only delayed the

    presentation o the bill.The bill always came.

    ~ Ernest Hemingway

    The Sun Also Rises

    issuances, as well as a high pbuilding, to illustrate risk to C

    investors. Special servicer estimates

    market inormation are applied to as

    potential impacts on CMBS tranc

    Ratings agency methodologies

    applied to analyze current net opera

    income (NOI) and estimate refnan

    proceeds. Investors can apply these s

    techniques to managing CMBS port

    or when underwriting prospective Cinvestments.

    Risk

    In a bullish real estate market, m

    investors expect both mortgages

    structured CMBS to perorm as orig

    modeled. When cash ows rom

    estate can no longer support the

    service due to a weak real estate ma

    this generates risk or CMBS len

    CMBS tranches allow investors a choirisk. Senior bonds oer lower yields

    are created with credit support, which

    generally succeeded in insulating t

    rom deaults. The CMBS issuance

    as an example in this article, WB

    2006-C23, was created with 30% c

    support. Junior bonds have less c

    support but oer the opportunity

    higher returns. Junior bonds will be

    frst to absorb any losses rom deauPrepayment risk represents an

    return o principal, eliminating u

    interest cashows that would other

    be made to bondholders. This risk

    thought to be generally mitigated

    lockout periods, deeasance and pe

    ees. Rarely was serious considera

    given to substantial prepaym

    resulting rom distressed sales. Inve

    Three Columbus Circle

    Photograph credit: Benjamin Polen

    Figure 1:

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    PREDICTING CMBS PREPAYMENTS AND DEFAULTS SPRING 201

    n todays CMBS market need to pay careul

    ttention to deault and prepayment risks

    nd their impact inuence on total returns.1

    Deault risk stems rom loan losses,

    ltimately correlated with a borrowers

    bility to refnance a loan, the causes

    which are property specifc. Recent

    property income inormation can be used

    o re-underwrite a loan rom a lenders

    perspective and determine refnancing

    proceeds. I expected refnancing proceeds

    re less than the loan exposure, CMBS

    nvestors ace deault risk.

    In CMBS, nonperorming mortgages

    re sent into special servicing, where a

    pecial servicer (predesignated at CMBS

    ssuance) decides whether to engage in

    workout, sell a nonperorming note or

    oreclose (leading to REO). Each o these

    ecisions will have a dierent eect on

    CMBS investors. Understanding special

    ervicer decisions and the resulting impact

    n CMBS is key or investor underwriting.

    or example, a note sale results in an

    nexpected cash inow, but the servicer

    s obliged to distribute cash according to

    he structured ormula. This was the case at

    Three Columbus Circle, as detailed in theext section o this paper, when the loan

    ale resulted in a prepayment. Another

    ption or a special servicer is a workout or

    modifcation. One modifcation technique

    hat has been used requently is a loan

    xtension on the same terms, such as a one,

    wo or three years. While a loan extension

    an help keep a borrower current, it does

    o at the continued risk to CMBS investors.

    Principal payments, including

    prepayments resulting rom an REO or

    oan sale, ow frst to a senior bond. Cash

    proceeds resulting rom a loan or property

    ale are distributed to the CMBS tranches

    hat are frst in line to receive principal

    payments. In the event o a signifcant

    principal prepayment, this can have a

    Figure 2:

    WBCMT-C23 Senior Bond Prices via Bloomberg Data History (BDH)

    material eect on the bond price and yield. For investors who bought into three to

    year bonds with a perception o an AAA sae and steady yield, receiving a large prin

    prepayment could shorten the average lie down to one to three years. This reduces

    yield and total return.

    How a NYC Ofce Loan Impacts CMBS

    In New York, the $250 million securitized loan on Three Columbus Circle (aka

    Broadway, the ormer Newsweekbuilding) and its sponsor, Joe Moinian, is amiliar to m

    real estate proessionals. The Three Columbus Circle loan was securitized into WBCMT 2

    C23. The building, shown in Figure 1, underwent an extensive renovation and repositio

    process, which resulted in a low occupancy o 68% as tenants let during the disrupt

    The mortgage was sold to the Related Companies by special servicer CW Capital, resu

    in a large $250 million prepayment to senior CMBS investors. (SL Green later partn

    with Moinian in a recapitalization and paid o the Related-owned mortgage.) While j

    CMBS investors were protected rom a loss, senior bondholders saw the market pri

    their bonds drop as a result o the reduction in interest cashows. This eect is illustrat

    Figure 2. The repayment and the impact on senior bondholders could have been pred

    through an understanding o structured fnance and the CMBS issuance.The CMBS loan on Three Columbus Circle, originated in 2006, was structured w

    our-year, interest-only period and a scheduled amortization period starting in Feb

    2010. This amortization increased debt service by 20%, rom $14.4 million to $17.4 mi

    According to press reports, when Moinian was unable to refnance the building, he ho

    to negotiate an extension o the interest-only period. In order to do so under C

    structure, it was necessary to deliberately skip loan payments in order to transer the

    into special servicing. Unlike bank lending, a CMBS borrower cannot rely on a transact

    These risks are formally known as constant default rate

    CDR) and conditional prepayment rate (CPR).

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    elationship or goodwill in a workout. In this instance, the missed payments triggered a

    material deault o the loan.

    A loan modifcation is generally employed when there are ew other palatable alternatives,

    ncluding a lack o interested buyers and the inability to refnance. Given market reports

    bout the borrowers various ailed attempts to refnance the loan, he may have viewed this

    s a sign o the markets lack o appetite or the collateral. A calculated risk o withholding

    oan payments to orce a modifcation may have been rational, but perhaps it was the

    borrowers only choice. From the special servicers perspective, tasked with maximizing

    proceeds to the trust, selling this loan quickly was an easy choice to make. To date, 2006

    intage CMBS deals have had the second highest losses (Figure 3).

    The ability to identiy likely loan resolution outcomes is the frst step to estimating the

    mpact on CMBS. For example, an analysis o the distressed loan on Three Columbus Circle

    ould reasonably determine sufcient demand or the frst mortgage loan, based on the

    propertys location, size and loan to value (LTV) ratio. With a loan balance o $250 million,his represented a collateralization o $404 loan/square oot. Even with additional required

    edevelopment costs, this opportunity is a compelling deal, given the propertys rontage

    n 57th Street and its proximity to Columbus Circle. It is thereore a reasonable possibility

    hat the special servicer could sell the loan at or near its par value o $250 million.

    The next step is in understanding the impact o a $250 million prepayment would have

    n the CMBS trust. In The Handbook o Mortgage Backed Securities, Jacob, Manzi,

    nd Fabozzi wrote, For large loan pools, CMBS investors should identiy the loans that

    nuence a given bond the most and then develop plausible prepayment scenarios to reveal

    the bonds perormance activity.2 At T

    Columbus Circle, plausible prepaym

    scenarios would certainly include

    payment o the ull $250 million amoun

    What i the special servicer had exten

    the loan? CMBS bondholders will

    dierent viewpoints depending on

    tranche owned. Distressed real e

    loans held inside a CMBS conduit ma

    resolved in several ways by the sp

    servicer, including an outright sale o

    loan or oreclosure and sale o the

    estate asset.

    Besides a sale o the loan (or orecl

    property), other resolution strate

    include a modifcation o loan te

    an extension o balloon payment

    receivership. Each will have a die

    impact on bondholders. In this case, a

    extension would have helped the se

    A-PB tranche, which would not have t

    such a large prepayment and subseq

    hit on its market price (Figure 2).

    Exploring CMBS Risk

    Real estate proessionals can

    their market knowledge to estimate

    likelihood o prepayments and losse

    CMBS conduits. For example, app

    market cap rates to property income

    derive a property value. A loan amo

    based on 65% loan-to-value ratio,

    then be backed out o the property v

    Alternatively, one could apply a req

    debt service coverage ratio and int

    rate to determine the propertys abili

    support a refnancing.

    When refnancing proceeds are less

    the loan balance, loss and prepaym

    estimates are applied to their correspon

    junior and senior tranches. Near-

    (within 12 months) prepayments and lo

    are most likely to immediately occur

    the sale o properties or delinquent l

    2 Handbook of Mortgage Backed Securities, C

    50, The Impact of Structuring on CMBS Bond

    Performance by David P. Jacob, James M. Manz

    Frank J. Fabozzi.

    Figure 3:

    Cumulative CMBS Losses by Vintage (Bloomberg)

    PREDICTING CMBS PREPAYMENTS AND DEFAULTS SPRING 201

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    ontrolled by the special servicer (as was

    he case with Three Columbus Circle).

    ortunately, it is possible or investors

    o access the inormation maintained

    by special servicers that describes both

    elinquent loans and oreclosed properties,

    lso known as the previously mentionedREO.

    REO Generates High Prepayment Risk

    REO assets are destined to be sold by

    he special servicer, most likely in the near

    erm. While it is true that a special servicer

    may hire a management company to lease

    REO property and attempt to increase

    he property value, this strategy can take

    more than a year to implement. Thus, REO

    properties provide the highest likelihoodor prepayment. According to the special

    ervicers reports on WBCMT 2006-C23,

    here are eight REO loans with a total

    principal balance o $87.7 million and a

    otal loan exposure o $98.6 million.3

    The special servicer estimates REO

    ales at 90% o the most recent value,

    which would result in a prepayment o

    57.8 million (Figure 4). As a result, there

    s a total potential loss risk estimated at

    40.8 million (Table 1), representing the

    hortall between sale proceeds and total

    oan exposure. The $57.8 million o cash

    ow would go to the senior tranches and

    epay servicer advances. Considering the

    urrent balance o the senior A-PB tranche

    s $66.4 million, this prepayment would pay

    own 87% o that bonds principal balance

    Figure 6). Senior bond investors would

    uer rom high principal repayments and

    sk an inability to replace those yields in

    urrent markets. The losses o $40.8 million

    The total exposure balance reected in the loss estimates

    ncludes advances made by the special servicer. These

    dvances include principal and interest, along with

    roperty management and loan sale expenses. Since

    roceeds from a loan sale are rst used to repay servicer

    dvances before paying down bond classes, a long, drawn

    ut and expensive loan battle can hurt recoveries to both

    unior and senior investors. In WBCMT 2006-C23,

    he REO loans have a total of $10.9 million in servicer

    dvances.

    Figure 4:

    WBCMT 2006-C23 REO & Potential Losses based on Special Servicer Estimates as of September2011 (Special Servicer Report)

    REO could result in a $57.8 million prepayment to senior tranches, and write down the junior tranches with $40.8 million in losses.

    Table 1:

    WBCMT 2006-C23 loss & prepayment risk from delinquent and REO loans as of September 201

    REO $40,811,082 $57,775

    Delinquent $53,751,743 $112,197

    Total $94,562,824 $169,973

    Loan Status Loss Risk Prepayment

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    Figure 5:

    WBCMT 2006-C23 Potential Losses from Delinquent Loans based on Special Servicer Estimates as ofeptember 2011. (Special Servicer Report & authors analysis)

    Delinquent loans could result in a $112 million prepayment to senior tranches and a write down o the junior tranches with $53.8 million inosses. (Note: Two loans are not expected to have losses.)

    would write down the balance o the j

    tranches, wiping out the entire balanc

    the most junior S tranche (Figure 7).

    Applying this analysis to the C

    universe, a review o the ten largest

    loans shows the CMBS deals and

    corresponding risk exposure (Table 2).

    REO with the largest loan balance is a

    in Caliornia, built in 1968. The CMBS

    has $190 million in loan exposure, bu

    special servicer estimates the prop

    valued at $153 million, a $37 million d

    to the loan balance. However, a porto

    Southeast ofce buildings has the gre

    loss risk o REO loans, with $68.3 milli

    loss exposure on a $180.9 million loan

    is valued at only $112.64 million. Inve

    in those CMBS deals should be cogn

    o the prepayment and deault risk at h

    The CMBS deals associated with those l

    have some o the highest REO loan bala

    and REO loss risk exposures (Tables 3

    4). The prepayment risk to specifc C

    bonds is noted in these tables. The la

    REO loan balance, the Caliornia

    would prepay the A2 bond o the WB

    2006-C28 issuance. The REO loan

    the greatest risk loss, the Southeast oportolio, would prepay JPMCC 2005-C

    A2FL. The Bloomberg CMBS tool m

    it easy to identiy prepayment risk up

    collateral chain, rom loan to CMBS de

    Delinquent Loans Are Troubleso

    Special Servicer Options

    The next, or even equally risky bask

    Rank Loan Name Deal Target Bond State PropertyType

    Current TrustBalance

    Recent Value Value Date Loss Ris

    1 Montclair Plaza(2) WBCMT 2006-C28 A2 CA Retail $190,000,000 $153,000,000 2/3/2011 ($37,000

    2 DRA-CRT Portfolio I JPMCC 2005-CB13 A2FL Various Office $180,900,000 $112,640,000 n/a ($68,260

    3 Ariel Preferred Retail Portfolio GSMS 2006-GG8 A2 Various Retail $90,009,189 $65,650,000 n/a ($24,359

    4 Moreno Valley Mall CGCMT 2007-C6 A1 CA Retail $84,565,377 $42,700,000 10/17/2011 ($41,865

    5 FRI Portfolio BACM 2005-3 A2 Various Office $70,000,000 $37,825,000 8/19/2011 ($32,175

    6 Highland Mall JPMCC 2002-CIB4 A3 TX Retail $61,104,416 $128,000,000 6/1/2001

    7 Windsor/RECP Hotel Portfolio GCCFC 2005-GG5 A2 CA Hotel $53,783,787 $50,400,000 12/16/2010 ($3,383

    8 55 Park Place BACM 2006-4 A3A GA Office $51,303,123 $42,000,000 5/20/2011 ($9,303

    9 Four Seasons Nevis WBCMT 2007-WHL8 A1 Various Hotel $51,000,000 $110,000,000 9/27/2010

    10 Tower Place 200 GSMS 2006-GG8 A2 GA Office $50,500,000 $27,050,000 6/1/2011 ($23,450

    Table 2:

    PREDICTING CMBS PREPAYMENTS AND DEFAULTS SPRING 201

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    Rank Loan Name Deal Target Bond State PropertyType

    Current TrustBalance

    Recent Value Value Date Loss Ri

    1 Trinity Hotel Portfolio BACM 2006-5 A2 Various Hotel $127,777,001 $113,120,000 1/13/11 ($14,657

    2 The Shore Club JPMCC 2005-CB13 A2FL FL Hotel $107,030,785 $91,500,000 12/14/10 ($15,530

    3 Continental Plaza JPMCC 2004-CBX A5 NJ Office $88,000,000 $50,300,000 12/20/10 ($37,700

    4 DDR/Macquarie Mervyns Portfolio GMACC 2006-C1 A3 Various Retail $70,988,785 $397,650,000 7/1/05 5 717 North Harwood Street CSMC 2007-C1 A1A TX Office $64,000,000 $35,000,000 3/24/10 ($29,000

    6 Investcorp Porfolio JPMCC 2005-CB13 A2FL PA Industrial $56,100,000 $46,850,000 n/a ($9,250

    7 Fairmont Sonoma Mission Inn & Spa BACM 2006-1 A2 CA Hotel $55,000,000 $85,100,000 1/19/11

    8 Novo Nordisk Headquarters CGCMT 2005-C3 A2 NJ Office $49,058,499 $32,200,000 3/1/11 ($16,858

    9 Birtcher/Charlesbank Office Portfolio GCCFC 2005-GG3 A2 CA Office $45,371,159 $39,300,000 n/a ($6,071

    10 Four Falls GSMS 2005-GG4 A2 PA Office $42,200,000 $40,000,000 4/7/11 ($2,200

    Table 6:

    argest loans in foreclosure and loss risk

    an eort to estimate the ability o immed

    refnancing proceeds to payo the exi

    loan balances.6 I these estimated

    proceeds are less than the loan bala

    then a loss to the CMBS trust is expec

    I the loan proceeds are greater than

    loan balance, then there would not

    loss to trust. Moodys stated method w

    backwards rom current NOI and uses

    lesser amount o proceeds resulting

    either a DSCR o 1.25 (1.50 or hotels) o

    LTV o 65% (75% or hotels) test.7 Unde

    method, an ofce property with $5 m

    in NOI would qualiy or a $43.2 m

    refnancing using the LTV approach (wit

    million in debt service).8

    Applying Moodys methodology to

    44 loans in WBCMT 2006-C23 with DS

    below 1.0 results in an estimated los

    $631.1 million. This extreme loss w

    wipe out all o the $524 million ju

    tranches that provide credit suppor

    the deal, and the A-J tranche would

    a $107 million loss (Figure 7). In addi

    senior bonds would take in $116 millio

    prepayments, urther eroding the yield

    value o senior bonds.

    While the Moodys loan analysis se

    to err on conservative side by app

    Figure 6:

    Visualization of WBCMT 2006-C23 tranchesas of September 2011

    Senior tranches (frst pay) are at the bottom, junior tranches(frst loss) are at the top.

    Figure 7:

    WBCMT 2006-C23 junior tranchesas of September 2011

    Tranches N through S with a total balance o $75 million would bewiped out i the REO and delinquent loans took the $94.6 millionlosses explained herein. Tranche M would lose 93% o its value.

    6 Published by Moodys in US CMBS and CRE

    Surveillance Review Q2 2010 (August 19, 2010).

    7 Moodys uses an interest-only loan originated at a 9

    interest rate, while the LTV approach uses an 8.0%

    rate. DSCR Proceeds = (NOI/DSCR)/9.25%.

    Proceeds = (NOI/8.0%) * LTV.

    8 The proceeds of $43,243,243 obtained by the D

    method are less than $46,875,00 obtained using a

    cap rate and 75% LTV.

    PREDICTING CMBS PREPAYMENTS AND DEFAULTS SPRING 201

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    Bibliography

    CTSLink, CTSLink. N.p., n.d. Web. http://www.ctslink.com.

    Find a Securitization, CMBS.com - Providing Standardized Tools for the CMBS Industry.N.p., n.d. Web. http://www.cmbs.com/searchresults.aspx?showall=1.

    acob, David P., Manzi, James M. and Fabozzi, Frank J., Handbook o Mortgage Backedecurities, Chapter 50, The Impact o Structuring on CMBS Bond Class Perormance.

    Moinian misses payments on 1775 Bway . Crains New York Business, June 2, 2010:ttp://www.crainsnewyork.com/article/20100602/REAL_ESTATE/100609962.

    Moinian misses payment on third property . Crains New York Business, November 11,009: http://www.crainsnewyork.com/article/20091113/FREE/911139985.

    Securitization, CMBS.com - Providing Standardized Tools for the CMBS Industry. N.p.,.d. Web. http://www.cmbs.com/securitization.aspx?dealsecuritizationid=1399.

    Tussle over 1775 Broadway goes down to wire . Crains New York Business, December 6,010: http://www.crainsnewyork.com/article/20101206/REAL_ESTATE/101209910.

    US CMBS and CRE CDO Surveillance Review Q2 2010, Moodys, August 19, 2010.

    Baruch College, CUNY137 East 22nd StreetBox C-0120New York, NY 10010

    Tel: 646.660.6950 Fax: 646.660.6951www.baruch.cuny.edu/realestate

    Mitchel B. Wallerstein,President, Baruch Col

    William Newman,Founding Chair

    Richard Pergolis,Co-Chair

    Jack S. Nyman,Director

    Emily Grace,Associate Director of Research

    This research report is published by the Stev

    Newman Real Estate Institute, Baruch CoCUNY.The Newman Real Estate Institute graacknowledges the support of the sponsorsmake possible our efforts to promote cthinking on topical issues for the real estate inThe views expressed in the research report areof the authors and not necessarily those of BCollege, City University of New York, or any affiliated organizations, foundations, and sponPlease address inquiries to Jack S. Nyman, Direc

    high interest rate, the derived loan

    mount is based on an interest-only loan.

    An amortizing loan with the same interest

    ate would result in substantially lower

    unds available to borrowers. However,

    multiamily properties able to obtain

    erms competitive with Fannie Mae or

    reddie Mac fnancing can obtain greater

    oan proceeds than Moodys estimates.

    or example, on a loan with multiamily

    ollateral at 6.5% interest rate and a 25-year

    mortization period, loan proceeds would

    be 14% greater than Moodys estimates.urthermore, these broad brushstrokes do

    ot provide a nuanced appraisal specifc to

    he property.

    The loans with DSCRs under 1.0 are

    severely troubled, and they very well may

    be the next crop o bad loans that the

    special servicer will be orced to workout.

    To gain a better understanding o possible

    outcomes, urther analysis o the 44 loans

    could include special servicer reports, the

    opinions o local brokers and local market

    data to assess property conditions. A more

    precise outcome could then be estimated

    and the prepayment expectations could be

    entered into pricing models to understand

    the impact on junior and senior CMBS

    tranches.

    The data shows that special servicers have

    been less aggressive in addressing distress

    than non-CMBS lenders. According to Real

    Capital Analytics (RCA), CMBS distress

    increased $7.7 billion through September

    2011. In comparison, non-CMBS lenders

    have reduced their distress balances by

    about the same amount. The comparison

    also highlights the signifcant dierences

    between CMBS and non-CMBS lenders

    in dealing with roughly the same amount

    o distressed commercial property, RCA

    said in a press release. According to RCA,

    Non-CMBS lenders have been moreaggressive at working out problem loans

    and have relied ar less on modifcations or

    extensions, which risk becoming problem

    loans again. As a result o the aggre

    workouts, Non-CMBS lenders also

    much higher REO balances compare

    CMBS, the RCA statement concluded

    Conclusion

    This article provides a real market exam

    o how a distressed commercial mortg

    resulted in a signifcant prepaymen

    senior CMBS investors. It also demonst

    how to analyze CMBS loan data using

    special servicer reports and ratings ag

    methodologies to understand the im

    on CMBS tranches.

    The techniques described in this w

    paper can be applied in numerous insig

    and proftable ways. Investors can com

    dierent CMBS issuances and tranto determine which oer the best v

    or purchases on the secondary ma

    In addition, current owners o CMBS

    perorm a thorough credit analysis

    their portolios to make hold as well a

    decisions.

    JPMCC 2005-CB13 $167,946,611

    BACM 2006-5 $127,777,001JPMCC 2004-CBX $88,000,000

    GSMS 2005-GG4 $83,125,000

    GMACC 2006-C1 $70,988,785

    GCCFC 2005-GG3 $67,727,758

    CSMC 2007-C1 $64,000,000

    LBFRC 2006-LLFA $57,361,673

    BACM 2006-1 $55,000,000

    BACM 2005-3 $50,923,880

    Deal Name Foreclosure LoanBalance

    Table 7:

    CMBS deals with largest foreclosureoan balances

    PREDICTING CMBS PREPAYMENTS AND DEFAULTS SPRING 201