The nature of income. The true and reliable nature of commercial real estate income. January 2019 White paper

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UBS Asset Management The nature of income The true and reliable nature of commercial real estate income January 2019 White paper Private real estate income is steady and reliable. We should not oversell the return point but rather take comfort in its absolute persistence. William Hughes Head of Research & Strategy, Real Estate & Private Markets

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Income versus income return Income stability is one of the key features attracting institutional investors to private commercial real estate. The total return produced by real estate is dominated by its income component, encouraging many to use income return as evidence of the sector's low volatility. We agree with the stable income conclusion but question the analysis. So, we want to substantiate our belief with absolute income figures. The straight-forward evidence provided by income returns certainly supports the stability claim but may be a bit too convenient and could exaggerate the point. This result is due to the denominator effect. Fortunately, when stepping back from the returns calculation and turning our attention to the income collected at the property level, the results are similarly compelling. To return or not return There is a subtle difference between income and income return. Property-level income is the absolute amount (in any currency) produced from property operations. Simply stated, it is the collected rent minus operating expenses. Real estate investors refer to this as Net Operating Income (NOI) and it is directly comparable to Corporate Earnings. Like Earnings, NOI represents an asset's performance from conducting business in a specific market. It is measured before the decision to reinvest in the asset and before the impact of financing. It represents the basic periodic performance of an asset, recognizing that some of the income will be either reinvested or retained, used for debt-service or made available for distribution. The Income Return figure most frequently used to demonstrate stability is calculated by dividing NOI by the asset's value. This ratio of income to value represents an asset's performance yield and describes the realized earnings on the amount invested for a given time period. In real estate, this yield is referred to as a Cap Rate. Comparing listed stocks to private real estate reveals that the terms differ but the yield concept is the same. The real estate valuation of NOI divided by Cap Rate equates to the stock dividend discount model (DDM) of Dividend divided by (Required Return Growth Expectation), see Figure 1. Both methods connect period income to asset value through this ratio. Figure 1: Converting NOI into income return Stock Income Income NOI Value Dividend (1) (k-g) Real Estate 1st year's NOI Cap Rate Page 3 of 8

2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 The income to value ratio for both listed stocks and private real estate is employed to both measure historical performance (actual income divided by value invested) and estimate current value (expected income divided by required yield). In the case of listed stocks, analysts estimate an asset's value using expected income and a selected required yield. However, the historical yield calculation typically uses the stock price determined by the trades on an exchange. The private real estate industry estimates value in a similar way and that value estimate is used in the historical yield calculation. Thus, the income return in private real estate is the realized income divided by estimated value, which is the expected income divided by the required return. If you followed this winding path, you might notice a circular reference in the stable income return measurement. Property income is divided by value, which is a function of income and Cap Rate, which in turn is a function of income and value. If the Cap Rate captures the required return and expected growth (recall DDM), then it follows that the Cap Rate may adjust to market changes and leave income return to remain steady. This relationship leads to the well-recognized chart of income return to total return, as shown in Figure 2. This chart is extremely compelling. Comparing the income return to total return reveals that values may move according to market conditions but income returns remain very steady at around 5%. It appears that income never falls and negative income is an impossibility. This is not true, as the level of income rises and falls with rent changes and revenue minus expenses has the potential to be negative. Figure 2: Income return to total return 20% 15% 10% 5% 0% -5% -10% Income return Source: Global returns from MSCI, September 2018 Total return We hope to remove this offsetting effect and examine the more frequently changing property-level income and still convince ourselves that real estate income is reliable and stable, on a relative basis, without the smoothing denominator effect. There is nothing wrong with this return comparison or its conclusion. However, one could be challenged by the recognition that changing income (up or down) may be offset (and in-fact is by design) by a rise or fall in Cap Rate. Thus, it need not be necessary that income be stable for the income return to be stable. Adherence to this is a measure proof of real estate income's stability, leaving proclaimers open to criticism. Page 4 of 8

2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 Income only Figure 3: NOI index 350 140 Let's turn our attention to the income produced by property operations: NOI. Recall that property NOI is the equivalent of Corporate Earnings. It is the periodic production of Cash from Operations from which the owner may choose to pay debtservice (if debt is involved), retain for asset enhancement or distribute in the form of a dividend. The income component of performance is considered the lower-risk component of the total return, compared to appreciation. Due to its periodic receipt and attachment to fundamentals, it is viewed as more consistent and reliable than the appreciation component, which may come or go over time and is only realized upon sale. 300 250 200 150 100 50 0 130 120 110 100 90 80 70 60 These are the characteristics that drew our attention to the income component in the first place. Thus, showing that property income insulates our investments from some pricing dynamics will be an important feature of real estate assets. The higher proportion of total return that is delivered from income, the more reliable the investment performance and the shorter the duration. Furthermore, if it can be demonstrated that property income is less than perfectly correlated with market pricing, the volatility of performance is mitigated. Figure 3 compares an index of same-store NOI to a same-store value index. Several points of this chart are important to our understanding of stable real estate income and the impact of market pricing. First, notice that the columns, representing the NOI index, are not always rising but vary only slightly from year to year. There are many factors affecting this result and one of those factors is the contractual nature of commercial real estate. Property generally operates under a series of rent contracts for various spaces within the asset. These are typically multi-year contracts which vary depending on the property type. Thus, when market rents change, only the space transferring from one contract to another is affected by the market change. Over time, the entire property will turn but this typically occurs gradually over years. NOI index Source: MSCI Global Intel, September 2018 Value index (R) A second point to note in Figure 3 is the relationship between NOI and value. Recall the severity of the Global Financial Crisis during the years of 2008 and 2009. Values fell dramatically, in response to the extreme uncertainty entering the financial market. All asset values were affected and commercial real estate was not spared. However, note how the values fell but income remains virtually unchanged. Since the crisis was one of spiking uncertainty and rising risk premiums, values of all assets were affected. During this time, tenants continued to operate, allowing them to occupy contracted space and pay current rent. This resulted in very stable income, during a time of value volatility. Those who held property through this event witnessed a dramatic recovery and avoided realized losses all the while collecting similar periodic income. Page 5 of 8

2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 Every property is unique and individual properties may experience a wide range of income levels and value changes. In aggregate, the nominal income performance of a "typical" property looks similar to the pattern of the calculated index. Using sampled actual income data in aggregate and dividing by the number of properties measured, the annual perproperty income is shown to be very stable over time as shown in Figure 4. Unlike the income returns data, Figure 4 reveals that there are times when the level of income declines (due to increased vacancy or declining marginal rent). This should not diminish the claim that real estate has a stable income. Even during short time periods when income is reduced, the vast majority of the income continues to flow to the property owner. This income stability is without the smoothing effect of producing a ratio, such as the income return. Figure 4: NOI per property 1'400'000 1'200'000 1'000'000 800'000 600'000 400'000 200'000 - Stable but not the same Source: MSCI Global Intel, September 2018 The fact that real estate income is stable, at the property level, does not imply that all assets and all markets produce the same income. There are diversification benefits to combining multiple assets of different property types across various locations, as shown in Figure 5. This chart shows the compound income growth pattern across different countries in local currency. Each line represents a country index following the average nominal NOI growth for all measured property. Investors can select property-type, country, currency, and various other features to fit specific goals. Building a portfolio of different assets following these characteristics will diversify specific risks, while achieving desired objectives. Figure 5: Compound income growth 180 160 140 120 100 80 60 40 20 0 Australia Germany Japan UK USA Source: MSCI Global Intel, September 2018 Page 6 of 8

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Real Estate Research & Strategy For more information please contact UBS Asset Management Real Estate & Private Markets (REPM) Research & Strategy William Hughes william.hughes@ubs.com 10 State House Square Hartford, CT 06103 Tel: +1-860-616 9000 Follow us on LinkedIn www.ubs.com/repm-research This publication is not to be construed as a solicitation of an offer to buy or sell any securities or other financial instruments relating to UBS AG or its affiliates in Switzerland, the United States or any other jurisdiction. UBS specifically prohibits the redistribution or reproduction of this material in whole or in part without the prior written permission of UBS and UBS accepts no liability whatsoever for the actions of third parties in this respect. The information and opinions contained in this document have been compiled or arrived at based upon information obtained from sources believed to be reliable and in good faith but no responsibility is accepted for any errors or omissions. All such information and opinions are subject to change without notice. Please note that past performance is not a guide to the future. With investment in real estate/infrastructure/private equity (via direct investment, closed- or open-end funds) the underlying assets are illiquid, and valuation is a matter of judgment by a valuer. The value of investments and the income from them may go down as well as up and investors may not get back the original amount invested. Any market or investment views expressed are not intended to be investment research. The document has not been prepared in line with the requirements of any jurisdiction designed to promote the independence of investment research and is not subject to any prohibition on dealing ahead of the dissemination of investment research. The information contained in this document does not constitute a distribution, nor should it be considered a recommendation to purchase or sell any particular security or fund. A number of the comments in this document are considered forward-looking statements. Actual future results, however, may vary materially. The opinions expressed are a reflection of UBS Asset Management s best judgment at the time this document is compiled and any obligation to update or alter forward-looking statements as a result of new information, future events, or otherwise is disclaimed. Furthermore, these views are not intended to predict or guarantee the future performance of any individual security, asset class, markets generally, nor are they intended to predict the future performance of any UBS Asset Management account, portfolio or fund. Source for all data/charts, if not stated otherwise: UBS Asset Management, Real Estate & Private Markets. The views expressed are as of January 2019 and are a general guide to the views of UBS Asset Management, Real Estate & Private Markets. All information as at January 2019 unless stated otherwise. Published January 2019. Approved for global use. UBS 2019 The key symbol and UBS are among the registered and unregistered trademarks of UBS. Other marks may be trademarks of their respective owners. All rights reserved. Page 8 of 8