February 19, 2014
LTV and DCR Are Not the Only Determining Factors for Defaults on Commercial Mortgages
Steve Guggenmos, Senior Director, Freddie Mac
Jun Li, Director, Freddie Mac
Yu Guan, Analyst, Freddie Mac
Malay Bansal, Senior Director, Freddie Mac
For simplicity, some models used by CMBS investors assume that the non-recourse borrower will default immediately if the DCR falls below 1.0 or LTV goes above 100 (percent). This is sometimes referred to as “ruthless default” behavior. In reality, however, borrowers do not choose to default just because DCR is below 1.0 or LTV is higher than 100. This article examines some historical data and attempts to look at various factors that have an impact on the borrower’s decision to default, and presents historical default rates for each category.
Using different default rates for the different categories may be a better approach for scenario analysis for CMBS investors than trying to use fixed cutoff numbers for DCR and LTV to examine each loan to determine if it will default or not. An important underlying factor that motivates borrower behavior is the option value embedded in owning the real property.
Also, borrower selection impacts ruthlessness. Market expertise helps borrowers measure the benefits of supporting an underperforming property based on potential future upside. Further, key to the decision to support the property is the borrower’s access to capital and overall liquidity – without which there is no ability to subsidize the property until the market improves.
As part of their investment analysis, CMBS Investors run various scenarios of changes in economic conditions, cap rates, vacancies, NOIs, etc. The resulting DCR and LTV are used to decide if the loan will default in that scenario and what the loss severity will be in case of default. If DCR falls below 1.0, that clearly increases the likelihood of default during the loan term as borrowers are required to pay out-of-pocket to cover property expenses. When the property value is below the loan amount default is more likely and losses will be higher in case of default. Also, if the LTV is above 100 at maturity, the loan is not likely to not qualify for a new loan without putting more equity into the property, and hence there may be a maturity default.
In practice borrowers do not choose to default just because DCR is below 1.0 or LTV is higher than 100. There is an option value to owning real property that impacts borrower behavior. The option value captures the possibility of upside in the future.
Investors are aware of the option value. However, if 1.0 DCR and 100 LTV are not the cut off points, what are the levels that drive borrower behavior? Even more complex models must address this question as well. In this research we focus on the multifamily loans and look at the borrower default behavior in loans in both CMBS and Freddie Mac collateral.
April 27, 2013
By Malay Bansal
Where are US Treasury yields headed and how fast could they move.
Note: A version of this article was also published on Seeking Alpha.
In early February, the U.S. Treasury made a statement that has not received much attention even though what it implies regarding their thoughts on the future demand for treasury securities (and hence yields) is very interesting. The announcement was mainly about the auction of $72 billion of coupon securities, but it also said that it plans to issue a final rule on floating-rate notes in the coming months, with the first FRN auction expected to occur within the next year. The statement probably did not get a lot of attention because the Treasury has spoken about the idea of floating-rate notes earlier too. However, it had never given a specific time frame in the past. This is significant, not just because it will be first new type of treasury security to be issued since 1997 when the U.S. government introduced TIPS or Treasury inflation-protected securities, but also because what the need for the Treasury to issue these at this time implies about their view on interest rates.
The details on the floating rate notes still need to be worked out. Treasury hasn’t chosen the index to use, and is considering the Treasury 13-week bill auction high rate, Treasury general collateral overnight repurchase agreement rate, etc. All of these will make Treasury’s financing cost variable and expose it to the risk of higher costs in future if the index moves higher.
At a time when yields are low, what is the need to introduce a new security that can result in higher costs as rates increase? The only reason to introduce something that may result in higher cost for debt is the worry that there may not be enough buyers for fixed rate Treasury debt once yields start increasing. With trillion dollar budget deficits and need to refinance maturing debt, if there are not enough buyers, the lower demand will naturally result in yields moving higher quickly.
How much will rates move?
There is almost universal expectation that yields are going higher. Numerous reports and articles over the last few months have mentioned expectations of higher yields and concerns about the risks to investors holding fixed rate debt from various market participants (examples: Barron’s, Bank Of America, PIMCO, Financial Times).
In December 2012, when the 10-year treasury yield was 1.71%, the median forecast from all the 21 primary dealer banks of the treasury market was for the 10-year yield to rise to 2.25% at the end of 2013. In Feb 2013, economist Mark Zandi of the widely used Moodys.com offered “Treasury yields are on track to yield as much as 5% in three years,” (though he caveated his forecast with his assumption of Washington taking the right steps). Bloomberg survey puts the current forecast for 10-year treasury yield to rise from 1.66 at present to 2.25 at end of 2013 and 2.73 at the end of 2014. For 30-year bond yield, the survey predicts yields to rise from the current 2.86 to 3.40 by end of 2013 and 3.82 by end of 2014.
The rationale for rising yields is clear. Easy monetary policies and quantitative easing from central banks around the world are meant to inflate asset prices. How could such large scale of printing money to buy bonds not result in inflation at some point? The economy is slowly improving. And yields are at historical low levels.
The 10-year note yields just 1.66%, 5-year note yields a mere 0.68%. Even the 30-year long bond yields just 2.86%. These puny yields expose bond holders to significant risks if yields rise. For the 10-year note, a 50 basis point increase in yield within the next year will result in price decline of about 4.5%, significantly more than the 2% coupon income. The 5-year note will not do that much better – a 50 bp increase in yield would decrease price by 2.5%, far more than the 0.625% coupon. The 30-year long bond will obviously be hurt the most with its longer duration. A 50 bp rise in yield will result in 9.8% decline in price far outweighing the 3% coupon.
If you expected 10-year yields to increase by 100 bps in next 2 years (forecast mentioned above is a rise from current 1.66 to 2.73 or 106 bps by end of 2014), you would lose about 9% in price and earn 4% in coupon. Would you buy at 1.66 yield or wait for yields to rise to 2.73? To buy the notes now, buyers would want a yield closer to 2.73 now, causing an immediate jump in yield. If you expect yields to rise even more, say 5% after another couple of years, would you even buy at 2.73? As expectations of higher yields take hold, the Treasury will have to immediately pay higher yield reflecting future expectations to entice buyers. This will push yields up quickly towards the expected highs. Given how low yields are, the amount and speed of increase could be significantly higher than in the past. Once yields start increasing, the increase will be further exacerbated by selling from holders of pre-payable mortgage backed securities to hedge their increasing durations (convexity hedging which results from the fact that as yields increase, prepayments on mortgages decrease resulting in higher durations which requires selling of treasuries or swaps to hedge the increase in duration).
Floating rate notes do not have the interest rate risk of fixed rate bonds. So investors are not likely to demand the risk premium that they would need for fixed rate bonds. That is the rationale for the Treasury to issue Floating rate notes.
Are Yields the Easiest Shorting Opportunity of a Lifetime?
Yields are near historical lows and are universally expected to go up. With that, are US yields the easiest shorting opportunity in the market? Not really. As with people sometimes, markets say and do different things and it is important to see what they are doing rather than what they are saying. In this case, if everyone is completely convinced that yields will be higher, why would anyone buy treasuries at these low yields at all? Some of the buying could be attributed to some retail investors not being aware of potential for yields to rise or not being mindful of the risk, or their positions being inconsistent with their beliefs. Some of it could be attributed to flight for safety. However, the fact that yields are near the lows is more an indication of a lack of conviction among larger investors about the rates rising quickly and significantly. The expected inflation over 10 years as implied by yields on 10-year notes and TIPs, at about 2.40, is in the middle of the range of 2.10 to 2.60 for the past year. CPI, at 1.5%, is near the lower end of 1% to 4% range of past three years. Gold prices are lowest they have been in two years. Oil price, at 93, is in the middle of the 85 to 105 range over the last three years. These do not show an obvious immediate concern for inflation. The market is doing something different from what people in it are saying and expecting.
What about the polls predicting higher yields? Interest rates are very hard to predict, even for very smart people. Rates have been low for 5 years now. When they dropped initially, almost no one expected them to stay this low for this long. A look at polls and forecasts from past might also be instructive in that regard. In a poll of Primary Dealers in Jan 2011 the median of forecasts from 17 of 18 primary dealers was for the 10-year note yield to climb from 3.33 percent at that time to 3.50 percent by the end of the second quarter of 2011. The average prediction in a Dec 2011 poll was for 10-year yield to rise from 1.85 at the time to 2.74 by end of 2012 (actual 2012 year-end yield was 1.76).
Even if you do see a bubble in yields ready to pop, getting the timing right can be almost impossible. The lower US yields have persisted for 5 years now even though everyone agrees they should be higher. The Japanese Government Bond market has crushed many investors who tried to short it (the widowmaker trade) and provides an example of the difficulty.
Yields could bounce around in the range they have been in recently (1.60 ish to slightly above 2%) for a far longer time than expected, unless the economy improves quickly or inflation picks up.
What to Look Out for?
The direction of interest rates depends most on the economy and what Fed does with QE program and fed funds rate. One of the most important indicators will be any sign that Fed is beginning to pull back on its $85 billion a month bond purchase program. That will happen before Fed actually starts increasing Fed Funds target rate. Federal Reserve’s decision, in turn, will be based on progress in employment situation, which thus becomes one of the most important indicators.
The Federal Reserve has said that it expects to maintain short-term interest rates near zero, even after it stops buying bonds, for as long as the unemployment rate remains above 6.5 percent, provided that medium-term inflation does not exceed 2.5 percent. A good read on this is an article on PIMCO website which also includes a list of 10 employment related indicators the Fed is watching (Telling Tape Time, Tony Crescenzi, April 2013).
The U.S. is not Japan. Our policy makers have learned from the Japanese experience and have not followed the same path. Also, the economy is showing signs of improvement, though more in some sectors than others. As the economic growth picks up or inflation rises, rates will increase. However, exact timing of that increase is difficult to predict with any type of certainty. Yields could bounce around in the range they have been in recently (1.60 ish to slightly above 2%) for a far longer time than expected, unless the economy improves quickly or inflation picks up. Any strategies or positions taken that depend on rates rising within a certain time frame carry a risk even though the view on the direction may be correct. Even though it is difficult to predict when yields will start increasing, it is easy to see that when yields do start increasing, the increase could be very fast and significant.
Note: The views expressed are solely my own and not of any current or past employers or affiliated organizations.
Historical factors sometimes result in favoring Oil & Gas over the newer renewable energy technologies. Eligibility for MLPs is one such area that can be easily fixed.
The need for additional capital to flow into renewable energy is clear. The sector has a strong dependence on government incentives while it develops towards price parity with conventional energy sources. Recently, Section 1603 Cash Grant program and the section 1703 and 1705 loan guarantee programs have provided some support. However, many of these programs are scheduled to expire in near future. In the past, the sector depended on tax-equity market for financing of projects. But, with lower profits especially at commercial banks which were active in the tax-equity markets, that market will not be able to play the same role as in the past. The clean energy sector needs more help.
The traditional energy sector has available to it a source of capital in form of MLPs (Master Limited Partnerships) that can invest in Oil and Gas. The MLP structure was created by Congress following the energy crisis of the 1970′s to spur investment in the energy sector for oil and gas exploration, storage, refining, and transportation by providing specific tax advantages to investors. The MLP structure provides the tax benefit of a limited partnership and at the same time provides liquidity of common stock since the PTP (Publicly Traded Partnership) units trade on exchanges just like common stock. Since the MLPs generally hold income producing assets, the resulting high dividend attracts a lot of investors, providing capital to the sector.
Income earned from renewable energy projects, however, is not considered eligible for MLPs. This is because of historical reasons more than anything. When this law was passed in 80s, renewable energy sources were not in the same state as today. This historical factor results in favoring the old energy over the newer renewable sources. Political factors aside, a simple legislation by Congress can correct this to level the playing field. Infrastructure is another sector that is in need of capital, and could also be included.
This, by itself, will not be sufficient, but will be a logical and helpful step in the right direction.
Update 6/8/12: Sens. Chris Coons (D.-Del.) and Jerry Moran (R-Kan.) introduced the Master Limited Partnerships Parity Act (no bill number yet), which would amend the federal tax code to allow investors in renewable energy & bio-fuels projects to form master limited partnerships.