US Real Estate Outlook 2019 - UBS

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US Real Estate Outlook 2019 - UBS
UBS Asset Management

US Real Estate
Outlook 2019
US Real Estate Outlook 2019 - UBS
Contents

                                                                              Page
Performance scenarios                                                            1

Macro view                                                                        3

Property sector outlooks                                                         7
   Apartments                                                                    8
   Industrial                                                                   10
   Office                                                                       12
   Retail                                                                       14
   Farmland                                                                     16

Strategy                                                                        19

Dear Reader,

We are pleased to present our firm's US Real Estate Market Outlook 2019.

Our outlook is a study on the conditions and expectations affecting investment-quality commercial property. The complete document
results from the combined efforts of our firm's multi-disciplinary Strategy Team and data-driven Research & Strategy team.

Within these pages, we derive the story of our asset class from trends we observe in the data. You can navigate from the
macroeconomic perspective through the property sectors. The story evolves from thoughtful observations to actionable
recommendations. As we have for more than 20 years, we conclude our US Real Estate Market Outlook 2019 with investment
strategies based on the themes we see emerging in private real estate markets.

The Real Estate business of Real Estate & Private Markets within UBS Asset Management has USD 95.2 billion under
management, with direct property investments throughout Asia, Europe and the US, as well as publicly traded real estate
securities and private fund holdings worldwide. The firm’s global experience in private real estate investment, real estate
securities management, commercial mortgage financing and risk management is invaluable to our market understanding. Within
Real Estate US, our experience includes 40 years managing private equity real estate and originating participating mortgages. US
assets under management exceeded USD 33.3 billion (as of September 30, 2018).

As a new year begins, we welcome your critical thoughts and perspectives.

Sincerely,

Tiffany Gherlone
Head of Real Estate Research & Strategy - US
UBS Asset Management
tiffany.gherlone@ubs.com
US Real Estate Outlook 2019 - UBS
Performance
Scenarios
US Real Estate Outlook 2019 - UBS
Outlook 2019 presents our Base Case expectations for                Exhibit 1 – Performance scenarios for core unlevered properties
     direct-investment commercial real estate, given the trends we               2018                                                 2019
     anticipate in the economy and capital markets. We believe            Estimates*                                  Downside       Base Case      Upside
     our Base Case scenario is the most probable outcome and
                                                                                   3.1    GDP (%)                             0.6            2.5        4.3
     dedicate the rest of the document to laying out the details. It
     is not, however, the only scenario we consider.                               2.4    Employment                         -0.1            2.0        2.3
                                                                                          (mill. Jobs/yr)
                                                                                   2.4    Inflation (%)                       1.7            2.0        4.0
    2019 Base Case
    We expect the Base Case to be the most likely outcome. In a                    4.7    Retail sales (%)                    3.2            4.8        7.0
    quick summary of the Base Case assumptions, positive Gross                     3.6    NOI growth (%)                      1.1            2.9        4.5
    Domestic Product (GDP) growth, a strong labor market and
                                                                                   5.0 Cap rate change (bps)                   10             10          5
    moderate inflation persist. Interest rates move up gradually,
    leaving the yield curve flat and real estate spreads condensed.                4.6    Income return (%)                   4.6            4.7        4.7
    The Federal Reserve (Fed) continues raising interest rates on                  2.4    Appreciation (%)                   -1.0            0.7        3.4
    the short end of the curve and selling Treasury bonds on the                   7.1    Total return (%)                    3.6            5.4        8.0
    long end of the curve. Federal government deficit rises to USD
                                                                         Source: UBS Asset Management, Real Estate & Private Markets, Research & Strategy
    1 trillion in 2019, 5% of GDP, which grabs headlines but does        – US based on data from UBS Investment Bank, NCREIF and Moody's Analytics as of
    not add downward pressure to growth until 2020. Energy prices        September 2018. Economic data are expressed as fourth-quarter over fourth-quarter
    remain low and stimulative. Tariffs do not interrupt growth in       rates of change except for retail sales where growth is the average annual change.
                                                                         *2018 Estimates based on actual data as of October 2018.
    the US. In Asian economics growth is already lower and should
    continue decelerating. Brexit goes smoothly, meaning the UK
    stays in the custom union for goods, and negotiates free-trade       Downside Scenario
    deal for services and free flow of skilled workers. Initial boosts   Interest rates rise faster than the economy can accommodate.
    from tax policy changes fade and slower global growth leaves         Brexit chaos and slower growth in Asian economies lead
    economic growth in 2019 slower than 2018.                            to a scenario where global growth decelerates faster than
                                                                         anticipated. The US economy is impacted by diminished
    Implications for commercial real estate                              international growth. Trade tensions cause uncertainty.
    Net operating income (NOI) growth maintains its current              Equity markets are characterized by volatility and corrections.
    trajectory, resulting in NOI growth that is positive but at a        Business and consumer sentiment falls, leading to less
    slower pace than 2018. Thin spreads and upward pressure on           investment and consumer spending. Recession is avoided, but
    interest rates lead to capital market pressures. Average cap         economic growth is below 1%.
    rates move up 10 basis points (bps); however, similar to the
    past two years, there is enough NOI growth in the market to          Implications for commercial real estate
    offset the impact of higher cap rates. As a result, appreciation     A Downside scenario would result in a total return below the
    is positive but slower. Total return would be slightly below         income return. Due to the contractual nature of real estate
    long-term expectations at 5.4%, exhibit 1.                           leases, NOI growth would remain positive but decelerate.
                                                                         Even though we would expect downward pressure on interest
    Upside Scenario                                                      rates, cap rates could rise slightly responding to increased
    Unexpected positives to the US economy would come from               uncertainty, resulting in a higher required premium and cap
    improvements in the pace of growth rather than lower interest        rate change that resembles our Base Case. The net effect of
    rates, as it is likely the Fed will continue to tighten monetary     slower NOI growth and slightly higher cap rates would be a
    policy in 2019. Unemployment would move closer to 3.0%               1% loss of value in this scenario and a positive unleveraged
    and wage rates should rise. Consumer spending should                 total return of 3.6%.
    accelerate even as the initial boost from tax changes fades.
    Trade tensions de-escalate. Brexit is painless, accelerating
    Eurozone growth and supporting higher oil prices. Business             At our firm-level Strategy Team meeting, we ask decision
    investment increases in the US.                                        makers to imagine conditions that could be better or worse
                                                                           than our Base Case. Our Upside and Downside scenarios
    Implications for commercial real estate                                outline some of our thoughts on these alternative outcomes.
    Our Upside scenario would result in a modest acceleration in the
    unleveraged real estate total return from around 7% in 2018 to
    8% in 2019, driven by faster NOI growth at the property-level
    and little change in the capital market pressures on the sector.

2
US Real Estate Outlook 2019 - UBS
Macro View

             3
US Real Estate Outlook 2019 - UBS
Economic summary                                                               US consumers
    In 2019, we expect growth in the US economy to continue                        Eleven years after the start of a Global Financial Crisis (GFC), US
    supporting demand for real estate. Even if the pace of growth                  consumers are optimistic, fueled by a tight labor market. We
    in real GDP is a little slower than 2018, the momentum is                      see consistent growth in consumption—a key component of
    positive, as shown in exhibit 2, and the labor market is strong.               GDP—and higher retail sales. If interest rates continue to rise,
                                                                                   the upside may be limited as rising consumer debt costs and
                                                                                   softening housing markets would act as counterweights. Real
    Exhibit 2 – Real GDP growth rate                                               wage growth offsets some of the impact of higher interest rates.
    Real GDP growth (%)                                                            Consumers who expect to be able to maintain employment and
    6                                                                              enjoy higher wages should be able to absorb slightly higher
                                                                                   inflation, including the ability to accept rental rate increases.
    5
    4                                                                              Interest rates
    3                                                                              After four raises that moved the high end of Federal Funds
    2
                                                                                   Rate to 2.5% by December 2018, the market is anticipating
                                                                                   limited interest rate hikes by the Federal Reserve in 2019,
    1                                                                              consistent with a perceived need to manage expected inflation
    0                                                                              and create policy flexibility for the possibility of a future
    -1                                                                             downturn. At the long end of the curve, 10-year Treasury
                                                                                   rates moved up for most of 2018, exhibit 4. Near the end
    -2
         1Q13 3Q13 1Q14 3Q14 1Q15 3Q15 1Q16 3Q16 1Q17 3Q17 1Q18 3Q18               of the year, equity market volatility and global uncertainty
                                                                                   caused some movement of investors toward long-term bonds.
         Quarterly annualized          Annual growth
                                                                                   Investor appetite, coupled with Fed balance sheet reductions
    Source: Moody's Analytics as of September 2018.
                                                                                   in the form of bond sales, reversed some of the increase in
                                                                                   long-term rates.
    Labor market
    Strength in the labor market is an important driver of demand                  Exhibit 4 – 10-year Treasury rate and implied expected inflation
    for real estate. In 2018, the US added an average of 200,000
    jobs per month. We expect another 2.0 million jobs, or around                  %
    165,000 jobs per month to be added in 2019. The US has                         3.5
    more jobs open than applicants to fill them, a situation that                  3.0
    should help maintain real wage growth, exhibit 3.                              2.5
                                                                                   2.0
                                                                                   1.5
    Exhibit 3 – Headline inflation and wage growth
                                                                                   1.0
    Growth year-over-year (%)
                                                                                   0.5
     6
                                                                                   0.0
    5                                                                                Dec-13        Dec-14        Dec-15         Dec-16          Dec-17   Dec-18
    4                                                                                    10-year Treasury rate         Breakeven inflation
    3
    2                                                                              Source: Federal Reserve Economic Data as of December 2018.

    1
    0
    -1
    -2
      1Q00         1Q03         1Q06        1Q09         1Q12        1Q15   3Q18
            Wages and salaries (nominal)           Inflation (CPI)

    Source: Moody’s Analytics as of September 2018.

4
US Real Estate Outlook 2019 - UBS
The term spread, as measured in exhibit 5 by the difference                           Exhibit 6 – Commercial real estate spread
between the two- and 10-year Treasury rates, is low. A low
term spread is indicative of a flat yield curve. There is no                          Basis points
obvious conclusion about commercial real estate performance                           450
from the occurrence of flat yield curves. Historically, US                            400
                                                                                      350
commercial real estate produced positive returns in a flat yield
                                                                                      300
curve environment for two- to five-year periods. Expectations
                                                                                      250
for the economy and labor market are more important drivers
                                                                                      200
of real estate performance. The yield curve is flat today as the
                                                                                      150
Fed influences short-term rates to go higher at a time when
                                                                                      100
market demand is helping to keep long-term rates low.                                  50
                                                                                        0
                                                                                         1Q97      1Q00       1Q03      1Q06       1Q09      1Q12       1Q15      3Q18
Exhibit 5 – Term spread and unlevered real estate return                                    Spread (cap rate minus 10-year Treasury rate)
Quarterly (%)                                                                               20-year average spread
 6.0
                                                                                      Source: NCREIF Fund Index-Open-end Diversified Core Equity and Moody's Analytics as
  4.0                                                                                 of September 2018.
  2.0
                                                                                      Market performance
  0.0
 -2.0                                                                                 Real estate, equity and bond markets
                                                                                      For the first time in six years, the 10-year Treasury rate escaped
 -4.0
                                                                                      the quarterly average range of 1.6% to 2.7%, which it traded
 -6.0                                                                                 in since 2010, exhibit 7. The beginning of that upward trend
                                                                                      occurred in fourth quarter 2016, with yields increasing by 60
 -8.0
                                                                                      bps from 2.0%, and kept roughly flat over 2017 rising by just
-10.0                                                                                 10 bps, before jumping to their current rate near 3.0%.
     1Q 2Q 3Q 4Q 1Q 2Q 3Q 4Q 1Q 2Q 3Q 4Q 1Q 3Q
     89 91 93 95 98 00 02 04 07 09 11 13 16 18
        NPI total return     Spread 10-year minus 2-year                              Exhibit 7 – Asset yield comparison

Source: Federal Reserve Bank of St. Louis database and NCREIF Property Index as of
                                                                                      %
September 2018. Past performance is not indicative of future results.                 9
Note: Spread reflects a quarterly average. Orange shaded area is between 0% and 1%.   8
Grey shaded area is negative territory.                                               7
                                                                                      6
Commercial real estate spreads                                                        5
With little movement in cap rates, an upward move in Treasury                         4
rates during 2018 condensed premiums available in US real                             3
                                                                                      2
estate, exhibit 6. The spread between Treasury rates and cap
                                                                                      1
rates is below long-term expectations, representing a change                          0
from the wide spreads that drew capital so quickly in the wake                        2Q10 1Q11 4Q11 3Q12 2Q13 1Q14 4Q14 3Q15 2Q16 1Q17 4Q17 3Q18
of the last recession and relieving one of the pressures that                               S&P cap rate equivalent            NFI-ODCE cap rates
had been pushing cap rates lower.                                                           10-year Treasury

Even though cap rates appear to be holding flat near historic                         Source: Moody's Analytics and NCREIF as of September 2018.
lows, the real estate spread is already low enough to put
upward pressure on cap rates. There is no noticeable distress in
the market that might put more upward pressure on cap rates.
Income is growing. Debt is available. Capital expenditures are
increasing. Potential sellers can afford to be patient.

                                                                                                                                                                            5
Equities have been slower to join rising interest rates; the S&P
    500 Cap Rate Equivalent was flat from mid 2016 to early 2018
    then rose from 4.69% to 5.58%, which is 89 bps over the past
    year, exhibit 8. Overall NCREIF Fund Index-Open-end Diversified
    Core Equity (ODCE) cap rates declined through third quarter
    2018 by 10 bps, with warehouse, apartments and suburban
    office leading the change. Downtown office and non-mall
    retail had slight increases in cap rates over this period.

    Volatility in the public and fixed income markets has been
    increasing as of the writing of this publication. In exhibit 8,
    the S&P 500 ended third quarter 2018 up nearly 18% for the
    trailing four quarters, but a fourth quarter decline diminished
    these positive returns to a 6.3% total return as of November
    30, 2018. The reaction in the public markets translates into
    further uncertainty on cap rate movements in the private real
    estate sector as the yield becomes increasingly attractive in
    more liquid asset classes.

     Exhibit 8 – Yield hierarchy                                                                  Exhibit 9 – US transactions
                                        Initial yields1                         Total returns     Transaction volume (billion USD)
                                                             Year-over-year                       500
     Sectors                          2017          2018     change (bps)2      1-yr     3-yr     450
     S&P 500 public equities3         4.69           5.58              0.89     17.9    17.3      400
      Non-mall retail                 4.75           4.79              0.04      5.4      7.1     350
                                                                                                  300
      Suburban office                 4.89           4.76             -0.13      7.6      7.2
                                                                                                  250
      Warehouse                       4.76           4.58             -0.19     14.1    13.3      200
     Bbb Corporate Bonds              3.60           4.37              0.77     -0.9      4.0     150
                                                                                                  100
      Mall                            4.25           4.19             -0.06      2.5      6.8
                                                                                                   50
      Apartments                      4.28           4.13             -0.14      6.4      7.0       0
      Downtown office                 4.00           4.06              0.06      6.3      6.3
                                                                                                         2012         2013       2014        2015        2016    2017   2018 YTD
                                                                                                    Apartment       Industrial    Office      Retail     Hotel
     10-year US Treasury              2.24           2.92              0.68     -3.0     -0.2
    Source: NCREIF, S&P, St. Louis Federal Reserve. All data as of September 2018, pulled         Source: Real Capital Analytics as of September 2018.
    on 12/18/2018.
    1. Initial yields represent the average yield during the first three quarters of each year.
    2. Year-over-year change is 1Q18-3Q18 average yield minus 1Q17-3Q17 average yield.            Commercial real estate debt markets
    3. S&P 500 Initial Yield is a cap rate equivalent calculated by inverting the price-          One reason transaction volume is lower for retail and office
       earnings (P/E) ratio utilizing operating earnings.
                                                                                                  properties is that lenders have a higher appetite to provide
                                                                                                  debt for industrial and apartment assets. Real estate debt
    Transactions
                                                                                                  capital is low cost and generally available but not free-flowing,
    US transaction markets remain liquid in aggregate, with total
                                                                                                  a situation that arose prior to the last downturn. On the
    sales of individual properties and portfolios at USD 473 billion
                                                                                                  whole, US debt markets can be described as operational but
    for the year ended September 2018, exhibit 9. After slowing
                                                                                                  not excessive, which encourages development but not an
    a bit in 2016 and 2017, sales volume showed signs of leveling
                                                                                                  abundance of supply.
    off during the first three quarters of 2018, with total volume
    up by USD 18 billion compared to the first three quarters of
    2017. Broad trends remain similar to recent years, with sales of
    retail and office properties decreasing and sales of apartments,
    industrial and hotels increasing.

6
Property Sector
Outlooks

                  7
Apartments

       Steady as she goes
       The apartment sector led real estate into recovery post-                              -- New construction continues at an elevated pace,
       2009. A decade later, the sector is experiencing its third                               anticipated to remain above 20-year average through 2019.
       consecutive year of above-average construction. Vacancy                               -- Demand remains healthy, but is unlikely to keep up with
       remains steady nationally, implying that demand is strong                                new supply, leading to modest rise in vacancy.
       enough to absorb new units, at least in aggregate. Some                               -- Rent growth is likely to soften, remaining positive, as
       of the steadiness we observe at the national level masks                                 landlords continue to compete for tenants.
       differences between luxury and more modest apartment                                  -- Over the past three years Apartment investment has
       complexes. With so much new construction, the high-                                      delivered healthy but diminishing NOI growth and below-
       end units are facing more rent concessions. Relief will be                               average total returns.
       limited as long as construction continues at or near the
       current pace.

    Apartment supply and demand dynamics have been balanced                                  Many economic and demographic factors contribute to
    over the past five years despite the continued elevated supply,                          demand for multifamily housing. Some of these factors are
    exhibit 10. As such, vacancy has remained below 5% since                                 either clear contributors or clear detractors. Many more are
    2011. US apartments ended third quarter 2018 with a vacancy                              ambiguous, often depending on timing in an individual metro.
    rate of 4.0%, a decline of 40 bps from the previous year.                                The current state of demand drivers leans toward balance,
                                                                                             exhibit 11, with enough tailwinds allowing demand to nearly
                                                                                             match the persistent elevated pace of new supply.
    Exhibit 10 – Apartment demand, supply and vacancy
    Percent of inventory (%)                                   Vacancy rate (%)              The national homeownership rate remains low compared
     3.5                                                                     10              to historical numbers, the third-quarter 2018 rate of 64.4%
    3.0                                                                       9              is below the 50-year average rate of 65.4%. However,
                                                                              8              homeownership has begun a slow trend upward; the rate is
    2.5
                                                                                             now 100 bps above the 2016 trough remaining just below the
    2.0                                                                       7
                                                                                             2014 level.
                                                                              6
    1.5
                                                                              5              Beginning January 2018, new supply grew at a healthy
    1.0
                                                                              4              pace, introducing approximately 194,000 new units through
    0.5                                                                       3              September. Development is expected to peak in calendar year
    0.0                                                                       2              2018 with nearly 300,000 units delivered; this full-year total
    -0.5                                                                      1              is just slightly above the prior two years. Calendar year 2019
    -1.0                                                                      0              construction is expected to remain in line with 2017 and 2018.
             00 01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16 17 18 19 20                  If construction costs continue to rise and economic growth
           Demand (L)        Supply (L)         Vacancy (R)                                  slows, completions could be below the long-term average in
                                                                                             2020, exhibit 12.
    Source: CBRE-Econometric Advisors as of September 2018. Shaded area indicated
    forecast data.

    Exhibit 11 – Demand drivers
           Household formation rising             Flattening labor force participation
           Retirees downsizing                    Slowing job growth
           Rising home prices                     Intangibles - trends and preferences
           Rising interest rates                  Market level rent spikes
           Flat homeownership                     Slowing population growth
           Rising income
    Source: UBS Asset Management, Real Estate & Private Markets, Research & Strategy – US.

8
Exhibit 12 – Completion rate                           Exhibit 13 – National average rent growth                Rent growth by building type
Year-over-year completion rate (%)                     Year-over-year change (%)                                Year-over-year change (%)
2.5                                                     6                                                        8
                                                        4                                                        6
2.0                                                                                                              4
                                                        2                                                        2
1.5
                                                        0                                                        0
1.0                                                                                                             -2
                                                       -2
                                                                                                                -4
0.5                                                    -4
                                                                                                                -6
                                                       -6                                                          08       10      12       14       16         3Q18
0.0
         17          18          19          20             08      10     12    14      16      18      20           High Rise      HR 10-yr avg
                                                                 Average Rent         20-year avg                     Mid Rise       MR 10-yr avg
  Completions        20-year average                             10-yr avg                                            Garden         Garden 10-yr avg

Source: CBRE-Econometric Advisors, Moody's Analytics   Source: CBRE-Econometric Advisors, Moody's Analytics     Source: CBRE-Econometric Advisors, Peer Select, as of
forecast scenario, as of September 2018.               forecast scenario, as of September 2018. Shaded area     September 2018. 3Q18 shows growth since 3Q17.
                                                       indicates forecast data.

From the 2015 peak, 2016, 2017 and 2018 have each seen a                           Exhibit 14 – Rent growth spread by class and style
decline in the number of multifamily permit approvals. Although
these annual totals remain above both the long-term and short-                     Average annual spread (bps); past three years
                                                                                   Class B Garden/Class A High Rise
term averages, Moody's Analytics expects 2015 to remain the
                                                                                    700
national peak year for permit approval. These data support the
expectation of supply easing over the next several years.                             600
                                                                                      500
The current balance of supply and demand has not led to                               400
the same stability in rent growth. Over the past five years                           300
apartment rent growth has averaged a healthy 3.6% annually,                           200
swinging between 4.5% and 2.3%, exhibit 13.                                           100
                                                                                       0
Much of this volatility is driven by the influx of new high-
                                                                                   -100
end product across the nation, leading to both increased
                                                                                                 Riverside
                                                                                                San Diego
                                                                                              Los Angeles
                                                                                             Philadelphia
                                                                                                 Houston
                                                                                                Baltimore

                                                                                                  Phoenix
                                                                                                   Seattle

                                                                                                  Newark
                                                                                                    Miami
                                                                                                  Oakland
                                                                                                   Denver
                                                                                            San Francisco
                                                                                                  Chicago
                                                                                                 San Jose
                                                                                           Washington DC
                                                                                                   Tampa
                                                                                                 Anaheim
                                                                                                 Portland
                                                                                                    Dallas
                                                                                                  NATION
                                                                                                New York
                                                                                                   Atlanta

                                                                                                   Boston
                                                                                            Ft Lauderdale

                                                                                             Minneapolis

competition among landlords and jumps in metro-level rents
that may not reflect growth in existing units.

More than half of apartment completions in the past five years
have been Class A, often entering the market with the highest
                                                                                   Source: CBRE-Econometric Advisors, Peer Select, as of September 2018.
rent values. Working through lease-up at such high levels has
become a hindrance to functioning growth of Class A units.
                                                                                   Current opinion is that Class A High Rise rents are likely to
Class B properties have seen some benefits of lower starting
                                                                                   remain subdued but positive. Most of the newest product
rents, allowing healthy rent growth to remain steady.
                                                                                   has completed the lease-up process, shifting these new units
                                                                                   into the growth-trend dataset and softening the competitive
Nationally, Class A High Rise apartment rents averaged 1.3%
                                                                                   concessions environment, leaving room for the highest dollar-
annual growth over the past five calendar years. During the
                                                                                   value rents to achieve modest increases.
same period Class B Garden Style apartment rents averaged
4.5% per annum. This trend varies by market. Exhibit 14
                                                                                   Apartment fundamentals lead to the expectation of continued
shows the average three-year spread of Class B Garden rent
                                                                                   demand in 2019, albeit at a pace slightly below the still
growth over Class A High Rise rent growth in the 25 largest
                                                                                   elevated level of supply, resulting in a minimal uptick in the
apartment markets (by inventory).
                                                                                   vacancy rate. Rent growth is expected to underperform
                                                                                   the long-term average over the coming two years. As
                                                                                   homeownership rates are no longer expected to decline,
                                                                                   apartments will face the competition of owning-versus-renting.

                                                                                                                                                                        9
Industrial

        Quality up
        Industrial continues to benefit from a large appetite for                          -- Industrial is delivering strong NOI growth and above-
        value-add investments and build-to-core strategies. The                               average total returns. Risks are increasing for 2019.
        premium required by industrial investors is tight and                              -- E-commerce is changing the way tenants use industrial
        getting tighter. Portfolio decision makers should take this                           space, resulting in both increased demand and new
        opportunity to sell industrial with the goal of improving                             construction.
        quality over quantity for long-term positioning. Rent                              -- After nine years of demand exceeding supply, industrial
        growth should continue to outperform other sectors                                    construction is back to its pre-recession pace, exhibit 15,
        in 2019, but supply is increasing, introducing new                                    which puts upward pressure on availability.
        uncertainty to future years.                                                       -- Tariffs and trade renegotiations add uncertainty to the
                                                                                              sector's outlook.
                                                                                           -- It is a good time to sell marginal industrial assets and
                                                                                              strengthen the long-term position of your portfolio.

     Exhibit 15 – Industrial supply, demand and availability                               Exhibit 16 – Rent growth
     Percent of inventory (%)                   Availability rate                    (%)   Rent growth (%)                                     Million square feet
      3.0                                                                             16    10                                                                400
      2.5                                                                             14     8                                                                350
      2.0                                                                                    6
      1.5                                                                             12                                                                      300
                                                                                             4
      1.0                                                                             10     2                                                                250
      0.5                                                                                    0                                                                200
                                                                                      8
      0.0
                                                                                      6     -2                                                                150
     -0.5
     -1.0                                                                                   -4
                                                                                      4                                                                       100
     -1.5                                                                                   -6
                                                                                      2     -8                                                                 50
     -2.0
     -2.5                                                                             0    -10                                                                   0
           05 06 07 08 09 10 11 12 13 14 15 16 17 18 19 20                                      81 83 85 87 89 91 93 95 97 99 01 03 05 07 09 11 13 15 17 3Q18
       Supply (L)      Demand (L)           Availability rate (R)                                Rent growth (L)      Annual supply (R)

     Source: CBRE-Econometric Advisors, Moody's Analytics forecast scenario, as of         Source: CBRE-Econometric Advisors as of September 2018. All data are fourth-quarter
     September 2018. Shaded area indicates forecast data.                                  rolling as of September.

     In our US Real Estate Outlook 2018, we suggested that                                 Historically, rent growth led development, exhibit 16. In the
     industrial availability had likely hit a low in 2017 as supply                        current cycle, however, developers exhibited a restrained
     was expected to rise through 2019. There was a surge in                               response to strong rent growth. We anticipate steady
     demand in late 2017, and three quarters of the way through                            construction should increase competition for tenants and
     2018, availability is 7.2%, down 20 bps since 2017 year end.                          curtail the pace of future growth. Rent growth is expected to
     Supply, however, continues to increase. Completions are likely                        remain positive even as it decelerates.
     to continue at an elevated pace. CBRE-EA is currently tracking
     200 million square feet of total deliveries in 2018 and over                          Structural changes within e-commerce and continued steady
     250 million square feet in 2019, exhibit 15.                                          consumption should positively shape demand. On the demand
                                                                                           side, e-commerce is a high impact driver of incremental indus-
     Tenant demand remains just ahead of the pace of new supply.                           trial net absorption today, which has continued to be a catalyst
     In the year ending September 2018, national industrial                                to overall performance. As ubiquitous as online shopping
     inventory grew by 1.6% and was met by a 1.7% pace of                                  appears to be, the emergent sector accounts for under 10% of
     demand. Looking ahead, we believe demand will remain                                  total retail sales in the US. See exhibit 27 in the Retail overview.
     relatively high, but supply will be even higher. We anticipate a                      In recent years, retailers leased more warehouse space, as op-
     slight imbalance in moderate rent growth. We do not expect a                          posed to expanding their brick and mortar retail presence.
     material decline in fundamentals in 2019.

10
Exhibit 17 – Manufacturing employment growth
                                                                                        Over the past five years, the average size of industrial buildings
                                                                                        has been increasing. During the first three quarters of 2018,
Change in manufacturing jobs (million jobs)                                             18% of all newly constructed industrial inventory was in
 2.5                                                                                    buildings sized over one million square feet, the largest
2.0                                                                                     ever three-quarter increase of buildings this size. Exhibit 18
1.5                                                                                     illustrates new construction by building size over the past five
                                                                                        years; 22% of national industrial inventory sized over one
1.0
                                                                                        million square feet was built in the past five years.
0.5
0.0
-0.5                                                                                    Exhibit 19 – New construction ceiling heights
-1.0                                                                                    Subset completions as percent of total completions (%)
-1.5                                                                                    65
         12          13         14         15         16          17       18 YTD
   Food; Beverage & Tobacco Mfg.                  Textile; Fiber & Printing Mfg.        45
   Chemicals; Energy; Plastics & Rubber Mfg.      Metals & Mining Mfg.
   Machinery Mfg.                                 Electronic & Electrical Mfg.
   Transportation Equipment Mfg.                  Furniture & Misc. Mfg.                25
   Total
                                                                                         5
Source: Moody's Analytics as of September 2018.
                                                                                             91   93   95   97    99   01     03   05   07    09    11    13   15 17 18
Manufacturing added 216,000 new jobs during the first three                                   0-28'     29-33'         34'+
quarters of 2018, exhibit 17, the majority of gains coming
                                                                                        Source: CBRE-Econometric Advisors, Peer Select as of September 2018.
from the Metals & Mining Manufacturing sector followed                                  Note: Percentages do not equal 100% with the difference attributed to other
by the Food, Beverage & Tobacco Manufacturing sector.                                   and unknown.
Despite recent strength, Moody's Analytics anticipates total
Manufacturing employment gains to slow and ultimately                                   Evolving tenant requirements are driving demand and
decline modestly through 2020. The historic volatility of                               construction trends. Despite the popularity of 32' clear height,
employment components highlights the benefits of a diverse                              which averaged 7.7% supply growth rate over the past three
tenant base within industrial.                                                          years, developers continue to raise the standard, as illustrated
                                                                                        in exhibit 19. Almost 40% of supply developed in 2017 offered
                                                                                        a clear height 34' or higher. The majority of existing warehouse
Exhibit 18 – Industrial supply by building size                                         inventory has below 28' clear heights. Increased facility
Share of annual construction               Last five year’s completions as share of     automation and other technological advances are among the
by building size (%)                               total building size inventory (%)    factors to consider when evaluating potential rent growth.
100                                                                                25
 90                                                                                     Supply-side factors, such as obsolescence and increasing
 80                                                                                20   construction, weigh on our Industrial expectations, but the
 70                                                                                     demand-side drivers, such as e-commerce and industrial
 60                                                                                15   employment, continue to grow. As more speculative industrial
 50                                                                                     buildings deliver, increased competition should temper asking
 40                                                                                10   rent growth, but strong demand should keep rent growth
 30                                                                                     from going negative. In a tight labor market, tenants are likely
 20                                                                                 5   to face challenges finding and retaining warehouse workers.
 10                                                                                     The combination of these factors leads us to a positive but
  0                                                                                 0   increasingly cautious position on the industrial property type.
           100         100-250        250-500         500-1M            1M+
   2014 (L)     2015 (L)       2016 (L)    2017 (L)        2018 (L)
    New built share of total (R)

Source: CBRE-Econometric Advisors, Peer Select, as of September 2018.
2018 data are actuals through September.

                                                                                                                                                                          11
Office

          Play it safe
          Managing an office portfolio today should include a                                     -- We expect modest growth in Office NOI in 2019.
          strategy to smooth out lumpy lease expirations or capital                               -- Capital expenditure requirements are increasing, putting
          expenditure requirements whenever possible. Of the four                                    pressure on cash flow.
          major sectors, office is experiencing the most dramatic                                 -- Vacancy rates are low relative to history but unlikely to go
          increase in capital spending and tenant improvement                                        lower. New construction is a drag, exhibit 20.
          allowances. Some of the expenditure will be defensive.                                  -- Demand drivers remain modest, which might seem
          It is a required cost of maintaining a competitive position                                unexpected because unemployment is so low. Not all
          or securing long-term leases, as opposed to optional                                       traditional office-using sectors are growing as quickly as
          enhancements associated with material increases in                                         they did historically.
          expected property income. Comprehensive portfolio capital
          budgeting will be prudent in this competitive environment.

     Exhibit 20 – Office demand, supply and vacancy
                                                                                                  Office-using employment growth is a mixed picture; difficulties
                                                                                                  linger in the Information sector, which includes Publishers.
     Percent of inventory (%)                                               Vacancy rate (%)
      4                                                                                   18      Professional & Business Service employment remains elevated,
      3                                                                                   16      as is employment in the Financial Activities sector, albeit at a
      2                                                                                   14      decelerating pace. Overall, exhibit 21 shows total office-using
      1                                                                                   12      employment is growing but is unlikely to accelerate in the face
                                                                                          10      of tight labor conditions and a shift in historical drivers.
      0
                                                                                           8
     -1                                                                                    6
     -2                                                                                    4
                                                                                                  Exhibit 22 – Downtown and suburban inventory
     -3                                                                                    2
                                                                                           0      Thousand square feet
            00     02     04      06     08      10      12      14      16    18     20                                                      Existing inventory
          Demand (L)       Supply (L)          Vacancy (R)                                                                                      Downtown
                                                                                                                                                Suburban
     Source: CBRE-Econometrics Advisors, Moody's Analytics Scenario forecast, as of                                             1,344
     September 2018. Shaded area indicates forecast data.                                                                                     Under construction
                                                                                                                         47
                                                                                                               52                               Downtown
     On the demand side, US employment growth remains                                                                                           Suburban
     healthy, though decelerating. Unemployment continues to                                          2,528
     fall, a positive sign for the labor market overall, but further
     compression of the labor pool makes it more difficult for
     employers to fill open positions.

                                                                                                  Source: CBRE-Econometric Advisors as of September 2018.
     Exhibit 21 – Office-using employment
     Year-over-year growth (%)                           December unemployment rate (%)           Nearly 100 million square feet of office product is under
      4                                                                              10           construction with completion targets through 2019 and
      2                                                                                       8   beyond. Even though downtown accounts for only one third
                                                                                                  of US office space, it accounts for nearly half of the new
      0                                                                                       6
                                                                                                  development, exhibit 22.
     -2                                                                                       4
     -4                                                                                       2
     -6                                                                                       0
          07    08 09 10 11 12                 13     14 15 16 17 18 19
               Office-using employment (L)              National unemployment (R)

     Source: Moody's Analytics as of December 2018. Office-using employment is the sum
     of three sectors: Professional & Business services, Financial Activities, and Information.
     Shaded area indicates forecast data.

12
US office continues to see persistent levels of supply. Calendar
year 2017 delivered 49 million square feet of new inventory
followed by 55 million square feet of new inventory in the first
three quarters of 2018. Vacancy has been fairly stable but is
under pressure to rise slightly in 2019. Quarterly, national office
vacancy has been within 10 bps (plus or minus) of 13% since
the end of 2015, resting at 13% as of third quarter 2018.

Exhibit 23 – Office rent breakout
Year-over-year rent growth (%)                                                         USD
 20                                                                                     60
 15                                                                                     50
 10
  5                                                                                     40
  0                                                                                     30
 -5                                                                                     20
-10
-15                                                                                     10
-20                                                                                      0   Exhibit 25 – Capital improvements
    07 08 09 10 11 12                   13    14    15    16    17      18   19
                                                                                             Capital Improvements to NOI (rolling four-quarter average %)
     Downtown rent level (R)                       Suburban rent level (R)                   70
     Downtown rent growth (L)                      Suburban rent growth (L)
                                                                                             60
Source: CBRE-Econometric Advisors, Baseline Forecast, as of September 2018. Shaded           50
area indicates forecast data.                                                                40
                                                                                             30
Office rent growth reflects steady supply pressures and has been
                                                                                             20
muted since 2015, exhibit 23. The disparity in rent dollar values
has allowed Suburban rents to grow further in recent years.                                  10
                                                                                              0
                                                                                              3Q98 2Q00 1Q02 4Q03 3Q05 2Q07 1Q09 4Q10 3Q12 2Q14 1Q16 3Q18
Exhibit 24 – Office transactions by subset
                                                                                             Source: NCREIF Property Index as of June 2018.
Billion USD
160
                                                                                             Today, office NOI is positive but slowing. Increasing capital
140                                    82
                                                                                             costs remains an ongoing hurdle for successful investment in
                                                     82
120                       65
                                                                   85
                                                                                             office assets, exhibit 25. Construction of new office buildings
100         56                                                                               is expected to exceed the level of demand for space this year.
 80                                                                               58
                                                                                             Even though the US job market is strong, some traditional office
 60                                    69                                                    tenants—like publishers, advertisers, and commercial banks—
                          62                         62
 40         51                                                     48                        are not. New space users, like high-tech firms, dominate a few
 20                                                                               35
                                                                                             markets but are too small of a segment to fill the void in others.
   0                                                                                         We expect office construction will begin to subside in 2020.
            13           14            15            16           17         18 YTD
                                                                                             Between now and then, expect pockets of weakness.
    Downtown         Suburban

Source: Real Capital Analytics as of September 2018. Includes entity-level transactions.

In the capital markets, office transactions continue to trend
downward from the 2015 peak, exhibit 24. There are fewer
buyers for US office buildings. Interest rates are facing upward
pressure, and capital from China and the Middle East is
diminished. With smaller spreads and fewer buyers, office cap
rates are flat and under pressure.

                                                                                                                                                                  13
Retail

        Diamonds in the coal mines
        Despite the dire headlines—or arguably because of                            -- Steady increase in capital expenditures, especially at
        them—there are opportunities in the retail sector. The                          regional malls, suggests renovations and transitions to
        consumer is strong. Retail is a diverse asset class by                          new formats.
        property size, location and tenancy. Today, we are looking                   -- E-commerce remains as the fastest growing share of retail
        for diamonds in the coal mine, such as retail centers                           sales, shifting some of the benefits of traditional retail
        with strong locations, great demographics and attractive                        demand drivers to industrial.
        pricing. Don’t overspend but do analyze the performance                      -- Minimal new retail construction, allowing demand to
        of the retailers carefully. Investors are still exploring the                   outpace supply for six of the past seven years.
        effectiveness of various retail repositioning strategies.                    -- Ongoing mall and department store woes overshadowed
        Even retail experts need to be agile enough to plan for                         the slow recovery of the power center and neighborhood
        changing consumer preferences in the future.                                    property-level performance.
                                                                                     -- Transition. Transition! Transition?

     US retail investors are navigating through an ambiguous                         Traditional demand drivers continue to increase; retail sales
     transitionary stage. The landscape of retail is changing, as                    are up from a year ago and income growth remains on a
     traditional tenant mixes are approaching obsolescence and                       steady upward path. Historically, retail sales growth has served
     consumer preferences are evolving, evident by allocation of                     as a proxy for healthy demand, but over the past two years,
     consumer dollars. Transition has not led to a downturn for                      retail sales and space available for lease increased. Exhibit 27
     all retail types, and may present new opportunities for select                  compares trends in availability rates across three categories:
     retailers. Once again, 2018 consisted of headline bankruptcies                  lifestyle & mall centers, power centers, and neighborhood,
     and store closings; the next couple of years are expected to                    community & strip centers.
     endure similar trends as the ongoing tenant shuffle continues.

     Minimal retail development is expected to remain in place, as                   Exhibit 27 – Retail sales and availability rates
     the pace of supply has fallen from the post-recession heights,                  Retail sales: year-over-year growth(%)
     exhibit 26. In the early 2000's, US retail inventory flooded                    Availability: year end (%)
     markets increasing inventory by 2% to 3% on an annual                            15
     basis. In 2018, supply expectations are at a 20-year low, and
                                                                                     10
     landlords continue to make adjustments to the changing
     retail environment.                                                               5

                                                                                       0
     Exhibit 26 – Retail supply growth                                                -5
     Percent of inventory (%)
     3.0                                                                             -10
                                                                                           08    09      10      11     12      13     14      15    16     17       18
     2.5                                                                                                                                                           YTD
                                                                                            Total retail sales growth         Neighborhood, community & strip avail.
     2.0
                                                                                            Lifestyle & mall avail.           Power centers avail.
     1.5
                                                                                     Source: CBRE-Econometric Advisors as of September 2018.
     1.0
     0.5
                                                                                     E-commerce as a share of retail sales continues to make strong
     0.0                                                                             gains, but it is important to note that brick and mortar sales
           00 01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16 17 18 19 20            have also increased in select areas. The shift in consumer
     Source: CBRE-Econometric Advisors as of September 2018. Shaded area indicates
                                                                                     spending has tilted preference away from large square footage
     forecast data.                                                                  occupants and will drive the efforts of identifying the next
                                                                                     wave of retailers. Exhibit 28 highlights the gains in retail
                                                                                     sectors over the past two decades.

14
Exhibit 28 – Retail market share
                                                                                             5.4%                                                    10.2%
                                   2.9%

                   1998                                                            2008                                                       2018

   Grocery, liquor, restaurants        Warehouse clubs           Gas and fuel        Health and beauty        Other         e-commerce

Source: Moody's Analytics as of October 2018.

Over the course of 2018, 45,000 retail jobs were added to the                                The tide has shifted over the past five years. Retail was the
economy, more than replacing the 13,500 jobs lost in 2017.                                   highest performing sector in 2012, 2013 and 2015 but is
However, the reoccurrence of retail employment expansion,                                    now a drag on overall returns, with malls as the main culprit.
similar to previous years, is unlikely as secular growth has                                 The three major subtypes have seen positive (although below
reached its threshold.                                                                       index) total returns, with power centers and neighborhood,
                                                                                             community and strip centers performing better than malls,
E-commerce giants tend to occupy large square footage                                        see exhibit 29.
of warehouse space instead of physical retail stock rooms.
However, as a measure to solve the complexity of the last
mile, expect trends, like in store pickup, intraday delivery and                             Exhibit 30 – Capital expenditures allocation
cashier-less stores, which should move some e-commerce                                       %                                                                             %
retailers to lease traditional store space, especially retailers with                        35                                                                            14
membership programs.                                                                         30                                                                            12
                                                                                             25                                                                            10
Mixed-use redevelopment will be an essential element to
                                                                                             20                                                                            8
retail survival. Underutilized retail is well located but is likely to
incorporate new uses like converted office and apartment de-                                 15                                                                            6
velopments. Consumers gravitate toward experiential retail and                               10                                                                            4
convenience, and mixed use maximizes both of these platforms.                                 5                                                                            2
                                                                                              0                                                                            0
                                                                                                    Since Inception         Pre 2009      2010-2014          2015-2018
Exhibit 29 – Retail sector returns                                                                Capex as a % of NOI (L)        Average annual return (R)
Annual return, rolling four-quarters (%)
18                                                                                           Source: NCREIF Property Index as of September 2018. Past performance is not
                                                                                             indicative of future results.
16
14
12                                                                                           US retail endured another year of substantial store closings,
10
 8                                                                                           sending a message to traditional retailers. Landlords shifted
 6                                                                                           their focus to attract the next wave of retailers and are
 4                                                                                           increasingly distributing capital to repurpose large vacancies,
 2
 0                                                                                           exhibit 30. The short-term expectation is continued attrition of
  1Q14 3Q14 1Q15 3Q15 1Q16 3Q16 1Q17 3Q17 1Q18 3Q18                                          tenants that inefficiently occupy buildings and disenfranchise
      NCREIF Property Index             Neighborhood, community & strip                      their target demographic.
      Lifestyle & malls                 Power centers

Source: NCRIEF as of September 2018. Past performance is not indicative of future results.

                                                                                                                                                                                15
Farmland

                                                                                       Exhibit 32 – US agricultural exports
        Trade anxiety
        Farmland values are generally stable while farm income                         Billion USD
        remains well below recent highs due to lower commodity                         160
                                                                                       140
        and product prices. Financial stress has not emerged to                        120
        any material level; however, there's considerable anxiety                      100
        over pending trade negotiations with China and Europe.                          80
        Exports are a key driver of the farm economy. The sooner                        60
                                                                                        40
        trade agreements are made, the sooner farm prices and
                                                                                        20
        income levels will recover.                                                        0
                                                                                             70 73 76 79 82 85 88 91 94 97 00 03 06 09 12 15 18

                                                                                       Source: USDA as of August 2018. 2018 is forecasted by the USDA. Data is based on
                                                                                       Fiscal Year.

     Our 2019 outlook for farmland remains unchanged from                              US agricultural exports have been one of the fundamental
     2018. Net Farm Income declined in 2018 and is expected to                         driving forces in the profitability and stability of the US farm
     decline slightly again in 2019, as commodity prices have come                     economy. Exhibit 32 illustrates that export sales increased
     down and stabilized from record levels in prior years.                            slightly in 2018 by about 2.7%. The current trade stalemate
                                                                                       with China and tariffs on agricultural products are a cause
                                                                                       for anxiety in the farm sector. It is hopeful that this will be a
     Exhibit 31 – Net farm income 1970-2018                                            short-lived period of pain that will yield long-term gains for the
     Billion USD                                                                       agricultural sector.
     140
     120                                                                               While exports declined in 2009 to USD 96.4 billion due to the
     100                                                                               global financial crisis, current USDA forecasts call for exports to
      80                                                                               reach to USD 144 billion in 2018.
      60
      40                                                                               Farmland values were up slightly in 2018. Rents remained
      20                                                                               unchanged. The average value of cropland, as reported by
        0                                                                              the USDA, has increased by 173.5% over the period from
           70 74 78 82 86 90 94 98                           02    06   10   14   18
                                                                                       2001 to 2018 from USD 1,510 per acre to USD 4,130 per
     Source: USDA as of August 2018. 2018 is forecasted by the USDA.                   acre, exhibit 33.

     Net Farm Income is forecast to be USD 65.7 billion by the end
     of 2018, a decrease of 13% from 2017. Net Farm Income                             Exhibit 33 – Average cropland value
     has weakened considerably since its record level in 2013, as                      USD per acre
     illustrated in exhibit 31. The forecast is for farm cash receipts                 4,500
     to remain stable in 2018 Production expenses are expected to                      4,000
     increase in 2018.                                                                 3,500
                                                                                       3,000
                                                                                       2,500
                                                                                       2,000
                                                                                       1,500
                                                                                       1,000
                                                                                         500
                                                                                           0
                                                                                              01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16 17 18

                                                                                       Source: USDA, National Agricultural Statistics Service as of August, 2018. All data
                                                                                       represents beginning of year estimates.

16
Overall, rent per acre of cropland (shown in exhibit 34) is up                       The US Department of Agriculture (USDA) predicts that farm
since 2008, showing a total gain of 61.4%, a rise from an                            sector equity will increase by about 1% in 2018. If so, this
average of USD 85.50 per acre to USD 138 per acre. While                             would be the third year in a row that equity has increased.
rents dipped slightly in 2015 and were flat in 2016 and 2017,
rents increased in the past year.                                                    Debt in the farm sector remains low with a Debt-to-Equity
                                                                                     ratio of 15.5 cents of debt for each 1.00 dollar of equity.
                                                                                     Total farm sector debt has increased in the past year by
Exhibit 34 – Average cropland rent                                                   approximately USD 13.9 billion or 3.5%. The non-real estate
USD per acre                                                                         debt (crop production loans and equipment financing)
145                                                                                  increased by about 2.2% while farm real estate debt increased
135                                                                                  about 4.4%, USD 10.4 billion.
125
115                                                                                  Rental increases have not kept pace with farmland value gains.
105                                                                                  While rents have been rising the rate of increase has been
 95                                                                                  slower than the rate of increase in farmland values. The result
 85                                                                                  is lower current yields or cap rate compression.
 75
 65                                                                                  On a national scale, using the USDA cropland data, the
     01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16 17 18                           nominal rent-to-value ratio declined from 4.7% in 2001 to
                                                                                     3.3% in 2018.
Source: USDA, National Agricultural Statistics Service as of August 2018. All data
represents beginning of year estimates.
                                                                                     The dearth of investment-grade properties available for sale is a
Most observers believe that cropland rents will slip a little in                     challenge for deploying investment capital. The overall strength
2019 given the outlook for income to farm operators.                                 of the US farm economy, with solid farmland values and income
                                                                                     returns, provide little, if any, motivation for farmland owners
Productivity of US agriculture continues to rise. Gains in                           to liquidate their land holdings. Moreover, there are very few
productivity have also been one of the driving forces in US                          alternative investments that offer equal or more attractive long-
agricultural prosperity. The development of new technology                           term potential returns if one were to sell farmland.
has been the source of most of the improved productivity.
Examples of new technology would be GPS-based farming                                When the absence of any significant financial stress in the
systems and improved plant genetics resulting in higher yields                       sector is added to this, the result is very few attractive farmland
and reduced chemical usage.                                                          buying opportunities. Investors seeking to deploy capital into
                                                                                     farmland must be patient in this challenging market.
While income returns to farmers has declined since 2013,
there is no evidence of any significant financial stress in the US
agricultural sector.

                                                                                                                                                           17
18
Strategy

           19
Strategic Insight
     When we build this outlook from observable data trends                                     Exhibit 35 – NPI NOI growth forecast
     toward actionable investment themes (page 21), we establish
                                                                                                NOI growth (annual %)
     a baseline expectation for stabilized, income-producing assets
                                                                                                10
     that can be extended to guide broader strategies seeking
                                                                                                 8
     higher risk and positions in niche opportunities as well.
                                                                                                 6
     Strategies with higher risk-return expectations are viewed as
     complementary to baseline investing, not substitutes.                                       4
                                                                                                 2
     Despite evolution of the market economy, the diversification                                0
     benefits of including core real estate investment strategies                               -2
                                                                                                   2018                          2019                                           2020
     in a mixed-asset portfolio is unchanged. Strong cash flow
                                                                                                     Apartments       Industrial    Office                      Retail     Total
     as a result of contractual income and relatively low price
     volatility are characteristics that real estate exhibits in all typical                    Source: NCREIF Property Index trends report and UBS REPM Research & Strategy – US as
     environments. When growth is slow and yields are low, there                                of September 2018. Market NOI represents the weighted average of the four property
     is a tendency to make investment changes: either avoid risk                                types using our proprietary inventory model allocations: Apartments 36%, Industrial 15%,
                                                                                                Office 22% and Retail 28%.
     altogether or chase returns up the risk curve. To take either of
     these actions makes a statement that one knows more about
                                                                                                In exhibit 36, we show an underwriting guide based on the
     the future than the market overall.
                                                                                                fundamental outlooks for the property types on pages 7 to 15.
                                                                                                Arrows to the left of neutral imply conservative positioning.
     The current level of slow growth may persist for years,
                                                                                                Arrows to the right imply more aggressive growth rates, lease-
     inflating the opportunity cost of staying out of the market.
                                                                                                up and occupancy expectations relative to long-term averages.
     Alternatively, the possible loss exposure of a higher risk
     strategy could become a reality in the event of an unforeseen
     shock. Holding a position in a core real estate strategy is a
                                                                                                Exhibit 36 – Fundamental trends
     hedge against these extremes, allowing investors to collect
     current income regardless of the next pricing shock.
                                                                                                  Apartments
     Exhibit 37 reminds us each of the four major property types
     had its time as the highest returning sector and as the lowest
                                                                                                                         Conservative

                                                                                                                                                                             Aggressive
                                                                                                  Industrial
     performer. Income trends and expectations are driving total
     return today, rather than capital market-driven appreciation as
                                                                                                  Office
     occurred between 2010 and 2015.

     Our expectations for future trends in property-level income                                  Retail
     growth are given in exhibit 35. We anticipate convergence,
     which is a reasonable outcome during a long expansion
                                                                                                Source: UBS REPM Research & Strategy – US as of December 2018. Estimates represent a
     when the forces of supply and demand have time to move                                     point in time and are subject to change.
     toward equilibrium.

     Exhibit 37 – NCREIF Property Index total returns by property type
     %
      1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018*
                                                                                                                                                                         Performance
      19.6 12.2 14.1           9.4   13.7 17.1          23.0 21.2 19.2 20.5        -4.1 -11.0 18.2 15.5           11.6         12.9 13.4 15.3 12.3 13.1 14.3                 Top

      16.2 11.7 14.0           9.3       8.8   9.0      14.5 20.3 17.0 15.8        -5.8 -16.9 13.1 14.6 11.2 12.3 13.1 14.9                        9.0    7.0      7.1

      15.9 11.7 13.0          7.3        6.8   8.9      13.0 20.1 16.6 14.9        -6.5 -17.5 12.6 14.3 10.7 11.0 11.8 13.3                        8.0    6.1      6.9

      14.1 11.4 12.3           6.7       6.7   8.2      12.1 20.0 14.6 13.5        -7.3 -17.9 11.7 13.8 10.5 10.4 11.5 12.5                        7.3    6.0      6.3

      12.9    9.5     7.8     6.2        2.8   5.7      12.0 19.5 13.4 11.4 -7.3 -19.1             9.4     13.8   9.5              9.9 10.3 12.0   6.2    5.7      3.5
                                                                                                                                                                           Bottom
        Apartment           Industrial         Office      Retail      NCREIF Property Index total return

     Source: NCREIF Property Index as of September 2018. 2018 values are year-to-date annualized. Past performance is not indicative of future results.

20
Investment Themes
Focus on income                                                   Apartment - Steady as she goes
Some version of the “Focus on Income” theme appeared              The apartment sector led real estate into recovery post-2009.
in each of our last four Annual Outlook publications.             A decade later, the sector is experiencing its third consecutive
This theme still matters. Over the long run, real estate          year of above-average construction. Vacancy remains steady
derives most of its return from income. The US is in a            nationally, implying that demand is strong enough to absorb
long economic expansion, and real estate is three years           new units, at least in aggregate. Some of the steadiness
into a period of stable performance that resembles our            we observe at the national level masks differences between
long-run expectation. Supply and demand are finding               luxury and more modest apartment complexes. With so
relative balance in most sectors, which should keep the           much new construction, the high-end units are facing more
NOI expectation near a long-run equilibrium rate. It sounds       rent concessions. Relief will be limited as long as construction
easy, but it is not. Older real estate assets must contend        continues at or near the current pace.
with the competition from shiny new buildings. Driving
NOI growth is getting more difficult as leases signed             Industrial - Quality up
during the momentum of recovery turn over into a slower           Industrial continues to benefit from a large appetite for
phase of growth.                                                  value-add investments and build-to-core strategies. The
                                                                  premium required by industrial investors is tight and
Operations win the day                                            getting tighter. Portfolio decision makers should take this
Capital expenditures (CapEx) are increasing, which                opportunity to sell industrial with the goal of improving
reduces the cash flow from the properties. For some               quality over quantity for long-term positioning. Rent
assets, CapEx will be defensive, a requirement to maintain        growth should continue to outperform other sectors
the status quo cash flow in future periods. For others,           in 2019, but supply is increasing, introducing new
capital spending will reposition an asset to outperform           uncertainty to future years.
its peers. Capital budgeting at the portfolio level will be
imperative for the remainder of this expansion. Operations        Office - Play it safe
teams that can maximize return for CapEx outlays are              Managing an office portfolio today should include a
likely to perform better.                                         strategy to smooth out lumpy lease expirations or capital
                                                                  expenditure requirements whenever possible. Of the four
Modest leverage                                                   major sectors, office is experiencing the most dramatic
Interest rates moved higher in recent years. Cap rates            increase in capital spending and tenant improvement
are not expected to move much higher, which means                 allowances. Some of the expenditure will be defensive.
the cost of debt is now closer to the average market cap          It is a required cost of maintaining a competitive position
rate. NOI growth moderated over the past three years.             or securing long-term leases, as opposed to optional
Some additional cash flow will likely be needed for capital       enhancements associated with material increases in
expenditure. It might be easy to borrow to finance this           expected property income. Comprehensive portfolio capital
spending, but there is an aspect of debt strategy investors       budgeting will be prudent in this competitive environment.
should consider other than loan-to-value ratios and the
cost of debt: flexibility. Maintaining a buffer for flexibility   Retail - Diamonds in the coal mines
allows portfolio teams more freedom in decision making if         Despite the dire headlines—or arguably because of them—
conditions slow or interest rates move unexpectedly.              there are opportunities in the retail sector. The consumer
                                                                  is strong. Retail is a diverse asset class by property size,
Put your gloves on                                                location and tenancy. Today, we are looking for diamonds
The vast majority of commercial real estate investment            in the coal mine, such as retail centers with strong
is plain old core. Yet, as yields shrink and capital              locations, great demographics and attractive pricing. Don’t
requirements increase, a lot of investors are competing for       overspend, but do analyze the performance of the retailers
a relatively small pool of value-add opportunities. When          carefully. Investors are still exploring the effectiveness of
bidding for value-add opportunities, be sure to have a            various retail repositioning strategies. Even retail experts
solid understanding of how the real estate will change            need to be agile enough to plan for changing consumer
with your incremental investment and a realistic outlook          preferences in the future.
on the opportunity to grow the income. Capital markets
are not likely to bail out marginal projects the way they         Farmland - Trade anxiety
did when cap rates were falling. The competition is fierce.       Farmland values are generally stable while farm income
"Put Your Gloves On" should not be interpreted as a call          remains well below recent highs due to lower commodity
to underwrite more aggressively, but rather as a warning          and product prices. Financial stress has not emerged to
to resist the inclination to increase the risk level of an        any material level; however, there's considerable anxiety
investment without commensurate increased reward.                 over pending trade negotiations with China and Europe.
                                                                  Exports are a key driver of the farm economy. The sooner
                                                                  trade agreements are made, the sooner farm prices and
                                                                  income levels will recover.

                                                                                                                                     21
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