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![Page 1: Securitisation in Russia and the CIS: Moody’s Perspective Daniel Mumzhiu, Analyst – Business Development, Structured Finance Group June 21, 2007.](https://reader036.fdocuments.us/reader036/viewer/2022062322/5697bfca1a28abf838ca945f/html5/thumbnails/1.jpg)
Securitisation in Russia and the CIS: Moody’s Perspective
Daniel Mumzhiu,Analyst – Business Development,Structured Finance Group
Daniel Mumzhiu,Analyst – Business Development,Structured Finance Group
June 21, 2007
![Page 2: Securitisation in Russia and the CIS: Moody’s Perspective Daniel Mumzhiu, Analyst – Business Development, Structured Finance Group June 21, 2007.](https://reader036.fdocuments.us/reader036/viewer/2022062322/5697bfca1a28abf838ca945f/html5/thumbnails/2.jpg)
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Agenda
What is Moody’s looking for from CIS issuers?
Obstacles/Solutions to Securitisation in CIS
How High Can the Rating Be?
RMBS Rating Methodology in Brief
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What is Moody’s
Looking for From CIS
Issuers?
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Data Requirements
Accurate and complete data is key for analysis so prepare EARLY
As much historical data as possible
– Static pool data preferred
Check data requirements in advance
– Data requirements depend on asset class and may be different
than in Western Europe
Data should be in the correct format
Third party audit to 99/1 confidence level required
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Originator Operational Review
Company and management overview
Origination and underwriting standards
Quality Control
Risk Management
Servicing and collection process
Pool/portfolio characteristics and performance
Other documents
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Management
Staff experience, training, compensation
Loan Administration
Arrears management
Loss mitigation
Asset management
IT systems and reporting
General Quality and guidelines (including history, structure and strategy)
Financial stability
Servicer Review – Nine Areas
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Obstacles and Solutions to Securitisation in CIS
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Obstacles to Securitization in the CIS
Regulatory issues
Legal issues
– Do not preclude Moody’s from assigning IG ratings to
transactions from originators with low-ratings (assuming the
transaction is properly structured)
Data collection and history
Unrated originators and servicers
Depth of local capital markets
FX Convertibility and moratorium risk
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Suggestions – Early Preparation For a Transaction
Discuss legal issues with lawyers & rating agency
Decide and discuss rating target
– See what enhancement/structure may be needed
Prepare portfolio data, including data format
Prepare historical performance data
Consider back-up servicer
Determine structure
– External support? (PRI, wrap, guarantee)
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How High Can the Rating Be?
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Risk Layers and Rating Scales
AssetsOriginationSerivicngHistory
Structure
Systemic risks
Political risk
Currency swapIR swapLiquidityBack-up servicing-------------
LC-NationalScale (NSR)
Legal
Enforcement
Fraud risk
Payment systems
Quality of data/IT
Overall stability------------LC-Global Scale
TransferabilityConvertibilityExpropriation--------------------
FX-Global Scale
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Piercing the Foreign Currency Ceiling – How?
Foreign currency ceiling may be pierced based on: (1) highly rated local currency obligation combined with (2) liquidity facility or political risk insurance
Country’s foreign currency ceiling(Example: A2 for Russia)
Country’s local currency ceiling (LCC)(Example: A1 for Russia)
AaaA rating can exceed the LCC only by an external guarantee or insurance “wrap”
Assets Credit Quality
Credit Enhancement: subordination, reserve, excess spread
SYSTEMIC
R ISKS
LEGAL
RISKS
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Foreign and Local Currency Ceilings Country Foreign Currency Ceiling Local Currency Ceiling
Bulgaria A1 Aa3
Croatia A1 Aa1
Czech Republic Aa1 Aaa
Estonia Aa1 Aaa
Hungary Aa1 Aaa
Kazakhstan A2 A1
Latvia Aa1 Aaa
Lithuania Aa1 Aaa
Poland Aa1 Aaa
Romania A1 Aa3
Russia A2 A1
Slovakia Aa1 Aaa
Slovenia Aaa Aaa
Turkey Ba1 A2
Ukraine Ba3 A3
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RMBS Rating Methodology in Brief
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Moody’s Rating – Expected Loss
Ratings measure credit risk
Probability of a default
Severity of a loss
Expected loss = Probability of default x Severity
Example:
– Prob. Def. = 5%– Severity of Loss = 20% (recovery rate = 80%)
– EL = 5% x 20% = 1%
– And, if the average life of the security is 6 years…
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YearRating 1 2 3 4 5 6 7 8 9 10Aaa 0.00003% 0.00011% 0.00039% 0.00099% 0.00160% 0.00220% 0.00286% 0.00363% 0.00451% 0.00550%
Aa1 0.00031% 0.00165% 0.00550% 0.01155% 0.01705% 0.02310% 0.02970% 0.03685% 0.04510% 0.05500%
Aa2 0.00075% 0.00440% 0.01430% 0.02585% 0.03740% 0.04895% 0.06105% 0.07425% 0.09020% 0.11000%
Aa3 0.00166% 0.01045% 0.03245% 0.05555% 0.07810% 0.10065% 0.12485% 0.14960% 0.17985% 0.22000%
A1 0.00320% 0.02035% 0.06435% 0.10395% 0.14355% 0.18150% 0.22330% 0.26400% 0.31515% 0.38500%
A2 0.00598% 0.03850% 0.12210% 0.18975% 0.25685% 0.32065% 0.39050% 0.45595% 0.54010% 0.66000%
A3 0.02137% 0.08250% 0.19800% 0.29700% 0.40150% 0.50050% 0.61050% 0.71500% 0.83600% 0.99000%
Baa1 0.04950% 0.15400% 0.30800% 0.45650% 0.60500% 0.75350% 0.91850% 1.08350% 1.24850% 1.43000%
Baa2 0.09350% 0.25850% 0.45650% 0.66000% 0.86900% 1.08350% 1.32550% 1.56750% 1.78200% 1.98000%
Baa3 0.23100% 0.57750% 0.94050% 1.30900% 1.67750% 2.03500% 2.38150% 2.73350% 3.06350% 3.35500%
Ba1 0.47850% 1.11100% 1.72150% 2.31000% 2.90400% 3.43750% 3.88300% 4.33950% 4.77950% 5.17000%
Ba2 0.85800% 1.90850% 2.84900% 3.74000% 4.62550% 5.37350% 5.88500% 6.41300% 6.95750% 7.42500%
Ba3 1.54550% 3.03050% 4.32850% 5.38450% 6.52300% 7.41950% 8.04100% 8.64050% 9.1905% 9.7130%
B1 2.57400% 4.60900% 6.36900% 7.61750% 8.86600% 9.8395% 10.5215% 11.1265% 11.6820% 12.2100%
B2 3.93800% 6.41850% 8.55250% 9.9715% 11.3905% 12.4575% 13.2055% 13.8325% 14.4210% 14.9600%
B3 6.39100% 9.13550% 11.5665% 13.2220% 14.8775% 16.0600% 17.0500% 17.9190% 18.5790% 19.1950%Caa 14.3000% 17.8750% 21.4500% 24.1340% 26.8125% 28.6000% 30.3875% 32.1750% 33.9625% 35.7500%
Moody’s Idealised Expected Loss Table
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Moody’s RMBS Analysis - Overview
Main tool for quantitative RMBS analysis
– Cash Flow Model (MARCO) to determine expected loss for each class of transaction
Major input factor in Cash Flow Model
– Loss Distribution
Determination of Loss Distribution
– Historical loss data for estimation of expected loss and volatility
– Usage of scoring models (MILAN) for estimation of volatility and/or expected loss
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MILAN –Standardised Scoring Model
MILAN is the result of an in depth analysis and comparison of major EMEA RMBS markets
Although being a standardised model, each MILAN
version addresses specific features for each country
MILAN is a Scoring Model, which scores each single
loan compared to a benchmark loan and the total
portfolio to a benchmark portfolio
Defines “Adjusted MILAN CE“ the committeed credit
enhancement level that is necessary in a simple pass-
through transaction to get to target rating
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Overview of MILAN
Step 1
Definition of benchmark loan and portfolio
Step 1
Definition of benchmark loan and portfolio
Step 3
Loss severity
Step 3
Loss severity
Step 2
Default frequency
Step 2
Default frequency
Step 4
Definition of benchmark credit enhancement
subject to minimum credit enhancement
Step 4
Definition of benchmark credit enhancement
subject to minimum credit enhancement
MILAN at a Glance - Steps 1 to 4
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MILAN at a Glance (2)
Step 5-8
Each loan level adjustments
Step 5-8
Each loan level adjustments
Step 9
Each individual loan Aaa CE
Step 9
Each individual loan Aaa CE
Step 10
Portfolio level adjustments
Step 10
Portfolio level adjustments
Step 11/12
MILAN Aaa CE
Adjusted MILAN Aaa CE after committee
Step 11/12
MILAN Aaa CE
Adjusted MILAN Aaa CE after committee
MILAN at a Glance - Steps 5 to 12
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Benchmark Credit Enhancement
Benchmark credit enhancement (“CE Bench”) is the
expected loss of a benchmark loan in a recessive scenario
Definition and Basis
Default frequency based on:
Loan-to-Value ratio (LTV)
Loss severity based on:
costs of foreclosure
time to foreclosure
missed interest
minimum CE
house price stress
Two parts
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LTV/Default Curve Example
LTV/default Curve
LTV 60%LTV 60%
FD 4.7%FD 4.7%
LTV 80%LTV 80%
FD 10.9%FD 10.9%
LTV 100%LTV 100%
FD 17.3%FD 17.3%
LTV
Fre
qu
en
cy o
f D
efa
ult
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Loss severity
Property
Market
Value Stressed
Property
Value
Foreclosure Costs
Prior Ranks +MissedInterest
Current
Loan
Balance
Loss Severity
House Price Stress Rate
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MILAN Aaa CE – Example
CE Bench 7.06%
1. Property Adjustments 3.53%
2. Loan Adjustments 1.06%
3. Borrower Adjustments 3.53%
4. Performance Adjust. 0.00%
5. Originator/Servicer 0.76%
Min Aaa CE 4.00%
MILAN Aaa CE each loan 15.94%
6. Portfolio Adjustments 1.40%
MILAN Aaa CE for Portfolio 17.34%
Adjusted MILAN Aaa CE 17.50%
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Lognormal loss distribution used in MARCO
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Calculation of ratings
Once the lognormal curve has been built, the MARCO model will run as follows:
The model will run a number of loss scenarios, computed with the lognormal curve, on the portfolio and the waterfall
The loss rate and the average life on each tranche of notes resulting from each loss scenario on the portfolio and from the deal structure will be computed and will be weighted by the corresponding probabilities of the scenarios
The result will be the expected loss and the weighted average life for each tranche, which are used to derive ratings from the idealised expected loss tables
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www.moodys.com www.moodys.com
Contact: [email protected]
© Copyright 2006, Moody’s Investors Service, Inc. and/or its licensors including Moody’s Assurance Company, Inc. (together, “MOODY’S”). All rights reserved. ALL INFORMATION CONTAINED HEREIN IS PROTECTED BY COPYRIGHT LAW AND NONE OF SUCH INFORMATION MAY BE COPIED OR OTHERWISE REPRODUCED, REPACKAGED, FURTHER TRANSMITTED, TRANSFERRED, DISSEMINATED, REDISTRIBUTED OR RESOLD, OR STORED FOR SUBSEQUENT USE FOR ANY SUCH PURPOSE, IN WHOLE OR IN PART, IN ANY FORM OR MANNER OR BY ANY MEANS WHATSOEVER, BY ANY PERSON WITHOUT MOODY’S PRIOR WRITTEN CONSENT.