Global Invested Capital Market

Similar documents
Global Invested Capital Market

Bank Capital Relief. October 2018

How Do Public Pension Plans Impact Credit Ratings?

Key Components of Effective Investment Policy Statements for Non-Profit Organizations. May 2018

Aon Hewitt Retirement and Investment. Re-thinking Income. Risk. Reinsurance. Human Resources.

Actively Emerging: Opportunities in Debt

Aon Delegated DC Services

Factor-Based Investing

Diversified Growth Funds IIES 2017

AHIC Stable Value Quarterly

MEASUREMENT OF VALUE ADDED THROUGH MERCER S MANAGER RESEARCH RECOMMENDATIONS SEPTEMBER 2015

QUARTERLY REVIEW REPORT

Global Investment Strategy Report

Economic and Capital Market Update April 2018

A Summary of the Rogers International Commodity Index 3 rd Quarter 2017

Week in Markets. FTSE Equity Indices Week MTD Mar 17 Feb 17 QTD YTD. MSCI Equity Indices Week MTD Mar 17 Feb 17 QTD YTD

Wells Fargo Target Date CITs E3

The Opportunity Allocation

Morgan Stanley Financial Services Conference

PART TWO: PORTFOLIO MANAGEMENT HOW EXPOSURE TO REAL ESTATE MAY ENHANCE RETURNS.

Wells Fargo Target Date Funds

Schwab Indexed Retirement Trust Fund 2040

The Myth of Diversification: Risk Factors vs. Asset Classes

Income Solutions Beyond Investment Grade Bonds

Helping you improve your investment portfolio in challenging markets

Manulife Asset Management launches Asia Pacific Income and Growth Segregated Portfolio

Constructing Your Property Portfolio

INVESTING LIKE THE HARVARD AND YALE ENDOWMENT FUNDS JUNE Frontierim.com

Pooled Fund Annualized Returns Periods Ending March 31, 2018

Can We Lower Portfolio Volatility and Still Meet Equity Return Expectations?

Since Inception Driehaus Micro Cap Growth-Gross (1/1/96) 0.17 % 4.78 % % % % % % 21.78%

Pooled Fund Annualized Returns

UBS DONOR-ADVISED FUND PERSONALIZED MUTUAL FUND OPTION PERFORMANCE PERIODS ENDING SEPTEMBER 30, 2017

Hedge Funds, Hedge Fund Beta, and the Future for Both. Clifford Asness. Managing and Founding Principal AQR Capital Management, LLC

INVESTMENT POLICY STATEMENT

Week in Markets. FTSE Equity Indices Week MTD Jul 12 Jun 12 QTD YTD. MSCI Equity Indices Week MTD Jul 12 Jun 12 QTD YTD

CIBC WM INCOME TRUST BENCHMARK INDEX METHODOLOGY

Presentation Global private equity trends

Alpha Architect Global Value Momentum Trend Index for Canada

Alternative Assets: The Next Frontier for Defined Contribution Plans

Strategic Asset Allocation: The Global Multi-Asset Market Portfolio

Montreal ETF Forum. Ben Creary October 6, For Financial Advisor and Institutional Investor Use Only. Not For Public Distribution.

The Realities of Diversification

Our study contributes to the literature by

Moving Beyond Market Cap-Weighted Indices

RBC Structured Products. Principal Protected Notes

Bankers Lose Interest How Do You Profit?

ENNISKNUPP CAPITAL MARKETS MODELING ASSUMPTIONS

Understanding Longevity Risk

Are Custom Target Date Funds Right for Your Plan?

INVESTMENT POLICY STATEMENT TEXAS ENDOWMENT FUNDS

INVESTMENT POLICY STATEMENT TEXAS ENDOWMENT FUNDS

MSCI Risk Weighted Indices Methodology

INVESTMENT POLICY STATEMENT STATE WATER IMPLEMENTATION FUND FOR TEXAS

Cashflow Driven Investment Assets

GROWTH FIXED INCOME APRIL 2013

Additional series available. Morningstar TM Rating - Funds in category. Equity style Market cap %

Putting DC Members Front and Centre

The Search for Quality: Group Personal Pension Plans or Master Trust?

Fund Background Range and Information

Factual Studies on Managed Futures Interaction with Stocks

DJSI Diversified Family

Aon Hewitt Retirement and Investment. Trigger Strategies. Staying on track. Risk. Reinsurance. Human Resources.

Aon Retirement and Investment. Refocusing what risk means for DC Savers

REAL ESTATE DERIVATIVES: DRIVE TO DERIVE. September 2005

Raising Your Corpus From the Dead

A WELL-DIVERSIFIED CORE BOND PORTFOLIO

Aon Investment Research and Insights. Managed Futures. March 2018

Calculating the Global Market Portfolio

Alternative Investments

Alternative Premia, Alternative Price

Managing Health Care Reserves: Aligning Operating Assets with Broader Organizational Goals

ASSET ALLOCATION REPORT

Insurance Asset Management

85.3% 0.3% 3.3% 6.5% 0.5% 3.4% U.S. PENSION FUNDING UPDATE. U.S. corporate pension funding decreased by 0.3% in December 2017

University of North Florida Foundation, Inc. Statement of Investment Objectives and Policies

ETF portfolio review, 30th September ETF portfolios with ESG overlay. market overview. portfolio performance

Additional series available. Morningstar TM Rating. Funds in category. Fixed inc style Credit quality %

Market Maps. April 2016 Bob Dickey, Technical Analyst. RBC Capital Markets, LLC / Portfolio Advisory Group U.S. Equities.

Correlation and Asset Management

Mid Cap: A Sweet Spot for Performance

Navigating the ETF Landscape

Back to the Future Why Portfolio Construction with Risk Budgeting is Back in Vogue

MSCI Commodity Producers Indexes Methodology

Alternative Investments

ING Strategic Allocation Portfolios Adviser Class, Class I and Class S Prospectuses dated April 7, 2008

res Key Ideas great or Over the

The Rise of Factor Investing

MSCI REIT Preferred Index (MSRP) Methodology

Alternative Premia, Alternative Price

University Funds Investment Policy

MSCI Diversified Multi-Factor Indexes Methodology

MSCI Standard Index Series Methodology

University of Washington

Building Fee-Efficient Portfolios

2013 CFA Exam. LOS 31.a SS 13

Market Commentary for Q2 2018

Understanding How Much Alternative Assets Your Portfolio Can Handle

A White Paper from Landry Investment Management Turning Behavioral Science into Performance Landry Investment Management Inc.

Identifying a defensive strategy

Transcription:

Global Invested Capital Market A publication of the Aon Hewitt Investment Consulting Global Investment Committee December 2016 Aon Hewitt Investment Consulting, Inc., an Aon plc company 2016 Aon plc. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON).

Global Invested Capital Market Key Points The concept of a world market portfolio plays an important role in many financial theories and models. Knowledge of each asset s share of the invested capital markets is both useful information and a good starting point for investors considering the appropriate allocation to the asset. Primarily using established market indices, we estimate the total size of the global invested capital market from a Canadian investor perspective to be CAD $151.3 trillion at the end of December 31, 2015. We also illustrate the historical growth and composition of global invested capital markets since 2004. Introduction The concept of a world market portfolio features prominently in many financial theories and models and serves as an important foundation of our asset allocation work for our clients. The world market portfolio is the collection of all assets available to investors in proportion to their relative market value. Therefore, information about the market portfolio: Describes the aggregate portfolio of all investors Describes the investment opportunity set Can serve as a neutral or starting point when establishing long-term asset allocation policies based on circumstances and objectives (e.g., risk, liquidity, time horizon), or views driven by information that is better than everyone else s (e.g., long-term capital market forecasts, medium-term views) Can serve as a benchmark for strategic asset allocation Finance theory states that the market portfolio is the optimal portfolio (in terms of risk-return trade-off) and should be the portfolio of choice for a truly passive investor. 1 In other words, if an investor had the same risk tolerance, liquidity needs, views, skill, etc. as the aggregate global investor, then his portfolio might look like the world market portfolio. However, in reality, investors actively choose allocations that deviate from the market portfolio based on their views and/or circumstances. Consequently, our asset allocation advice is customized according to these characteristics and/or circumstances. Table 1 provides some illustrative examples of deviations from the market portfolio and their rationale. 1 This does not imply that the market portfolio has been the optimal portfolio in practice. Asness, Frazzini and Pedersen (2012) indicate that, assuming leverage aversion, the tangency portfolio formed on the idea of risk parity between asset classes leads to a higher risk-adjusted return than the market portfolio. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 2

Table 1 Active Investment Decisions Rationale Greater allocation to return-seeking assets than market (aggregate portfolio risk level different from world market risk level) Some of world market portfolio excluded from investor portfolio (e.g., private equity, real estate, emerging market debt) Small capitalization and value tilts in domestic equity Home country bias in public equity Risk tolerance of investor not necessarily the same as that of aggregate global investor Liquidity issues associated with need for daily valuation; limited availability of passively managed vehicles View that a risk-adjusted return premium exists in value and small-capitalization stocks View that domestic equity outperforms foreign equity; liabilities denominated in domestic currency Our investment belief is that clients that access the full global opportunity set improve portfolio diversification and efficiency. The knowledge of each asset s share of the invested capital markets is both useful information and a good starting point for investors considering the appropriate allocation to the asset. This identification of the value of existing assets and the market s aggregate portfolio allocation is important to bear in mind when formulating investment policy for any asset class. Moreover, recent research 2 suggests that investors should routinely compare their asset allocations to current market proportions, as changes in asset class market values imply changes in consensus expected returns. In order to estimate market proportions, investors need better access to market values representing (at least) major asset classes. In this paper, we estimate how the global market has allocated its collective wealth among competing investment opportunities from a Canadian-based investor point of view. As such, all the estimates are quoted in Canadian Dollar ($). By definition, finance theory assumes that the market portfolio consists of both traded and non-traded assets (human capital, durable consumer goods, etc.). However, it is difficult to construct a good proxy for the market portfolio in the real world that captures all sources of assets. Therefore, we exclude categories like human capital and consumer goods and focus on measuring the values of the capital market securities that make up the opportunity set faced by most investors. Since our goal is to assess the composition of the global market portfolio, we also focus on the invested market portfolio (i.e., how assets are invested in the market) following Doeswijk, Lam and Swinkels (2013). The invested market portfolio represents the value of all assets already held by different investor groups. In our analysis, we included 21 asset classes/categories in the global market portfolio. Our selection of asset classes was driven by factors like availability of data (e.g., we excluded categories like farmland and gold), usage by the institutional investor community, and finally, the desire to capture the global 2 Sharpe (2010). Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 3

capital market as much as possible. We provide explanations of our data sources and methodology in the Appendix. The Global Invested Capital Market: Current Using predominantly the float-adjusted market values of established market indices, we estimate the total size of the global invested capital market from a Canadian investor perspective to be CAD $151.3 trillion at the end of December 31, 2015. 3 Table 2 shows the composition of the global invested capital market. We did not consider hedge funds as a separate asset class because they invest mostly in categories already covered (stocks, bonds, etc.) in our analysis. Nevertheless, we show the proportion represented by hedge funds in the global invested capital market at the end of the table. Detailed information on the data sources is listed in the Appendix. 3 Estimates for private real estate (debt and equity) are as of December 31, 2014 and private equity as of June 30, 2015. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 4

Table 2 Asset Class/Category Market Size in CAD (Trillions) Proportion of Global Invested Capital Market (%) Canadian Equity ex REITs $1.54 1.0% Non-Canadian Equity (Developed) ex REITs 47.81 31.6 Emerging Markets Equity ex REITs 5.48 3.6 Frontier Markets Equity ex REITs 0.16 0.1 Private Equity 5.71 3.8 Private (Unlisted) Infrastructure 0.45 0.3 Timberland 0.07 0.0 Private Real Estate Debt 8.19 5.4 Private Real Estate Equity 6.94 4.6 Public Real Estate Equity 2.21 1.5 Commodities 4 0.22 0.1 High Yield Bonds 2.80 1.9 Bank Loans 1.54 1.0 Emerging Market Bonds (Sovereign; USD) 0.92 0.6 Emerging Market Bonds (Sovereign; Local Currency) 2.05 1.4 Emerging Market Bonds (Corporate; USD) 1.08 0.7 Insurance-Linked Securities 0.03 0.0 Canadian Bonds (Investment Grade) 1.44 1.0 Non-Canadian Bonds (Developed) 51.52 34.0 Inflation-Linked Bonds 4.19 2.8 Money Market/Cash Equivalents 6.96 4.6 Total Global Invested Capital Market Excluding Hedge Funds $151.3 100.0% Total Global Invested Capital Market Excluding Hedge Funds $151.32 97.4% Hedge Funds 3.97 2.6 Total Global Invested Capital Market Including Hedge Funds $155.3 100.0% 4 We include commodities as part of the global invested capital market while acknowledging that a large part of commodity investing takes place through derivatives (e.g., futures contracts) and the total net position in derivatives is zero. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 5

Canadian Dollar (Trillions) The Global Invested Capital Market: History Figures 1 and 2 illustrate the historical growth and composition of the global invested capital market since the fourth quarter 2004, the earliest date that we could obtain reliable data for all the asset classes used in our analysis. The size of the global invested capital market grew from CAD $82.8 trillion in 2004 to CAD$151.3 trillion by the end of the fourth quarter 2015. The credit crisis of 2008 09 led to big declines in public equity assets (with offsetting increases in asset values of non-canadian bonds). Since then, public equities have performed well, and this resulted in the current composition of the global invested capital market being roughly similar to its composition back in 2004. Figure 1 Global Invested Capital Market In Canadian Dollar (Q4 2004 until Q4 2015) $142.8 $144.0 $139.9 $151.3 $124.4 $124.7 $123.5 $129.0 $116.6 $82.8 $83.1 $94.3 $95.4 $90.8 $88.9 $88.8 $89.3 $102.3 $107.5 $101.4 $99.3 $102.0 $99.0 $96.3 $95.8 $94.0 $94.4 $95.7 $94.7 $94.7 $93.2 $85.0 $101.0 $99.1 $97.2 $98.0 $94.8 $95.3 $91.9 $93.0 $93.2 $90.9 $110.7 $106.8 $106.0 Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 6

Figure 2 Asset Class Classifications and Structures As the number and types of asset classes/categories available for investment have evolved, different classification schemes or categories have proliferated. Among the popular ones are growth-oriented assets, diversifying assets, alternatives, and real assets. While the framework used for asset classification varies by investor, common approaches to classifying (or grouping) assets include asset class roles and economic risk exposures, among others. Investors then structure or allocate among various assets within those groupings based on factors such as their investment beliefs, asset class return and risk expectations, asset class size/opportunity set, and liquidity preferences. We believe it is important to bear in mind the market share of an asset class when making allocations to various assets or structuring portfolios. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 7

Based on global invested capital market data, Figure 3 shows current market proportions of the various classification schemes described above. Please note that this is simply based on our mapping 5 of various assets into those classification schemes. Investors can follow alternative mappings based on data shown in Table 2. Figure 3 Composition of Public Equities 36% of Global Invested Capital Market Composition of Alternatives 16% of Global Invested Capital Market Emerging Markets Equity, 10.0% Frontier Markets Equity, 0.3% Canadian Equity, 2.8% Timberland, 0.3% Hedge Funds, 15.7% Private Real Estate Debt, 32.3% Private (Unlisted) Infrastructure, 1.8% Private Equity, 22.5% Non-Canadian Equity (Developed), 86.9% Composition of Private Equity 4% of Global Invested Capital Market Private Real Estate Equity, 27.4% Composition of Real Estate 13% of Global Invested Capital Market Other, 9.7% Public Real Estate Equity, 11.4% Mezzanine, 5.0% Growth, 7.3% Private Real Estate Equity, 35.8% Public Real Estate Debt, 10.6% Buyout, 52.7% Distressed PE, 10.0% Venture, 15.3% Private Real Estate Debt, 42.2% 5 We have included hedge funds in some of the classification schemes. While we recognize that double-counting takes place, it is impossible to estimate or correct for this. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 8

Figure 3, continued Conclusion The concept of a world market portfolio features prominently in many financial theories and models and serves as an important foundation of our asset allocation work for our clients. It is important for investors, as part of their strategic asset allocation and portfolio structuring process, to at least consider this data as a starting point. We estimate the current total size of the global invested capital market from a Canadian investor perspective at CAD $151.3 trillion, and also provide its historical composition going back to 2004. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 9

Appendix Data Sources and Methodology Here we discuss our current data sources and the methodology we use to arrive at our estimates of the global invested capital market. As data sources improve in quality and scope, we will continue to refine and make changes to our process. For publicly traded asset classes (e.g., stocks, bonds), we have mainly relied on the float-adjusted market capitalizations of the broadest available index proxy for the respective asset class. For alternative investment categories (e.g., private real estate, private equity), we have used estimates from third-party research providers and/or money management firms. All estimates were obtained in U.S. dollars and then converted into Canadian Dollar ($) using historical CAD/USD exchange rates. Domestic (Canada) Equities Starting in June 2007, we began using the float-adjusted market capitalization of the MSCI Canada investable market index (IMI), from which we subtract the weight of REITs. Prior to that, we used the full market capitalization of the index and included REITs. The index captures large-, mid-, and small-cap segments of the Canada market. With 312 constituents, 6 the index covers approximately 99% of the free float-adjusted market capitalization in Canada. (Data source: MSCI) Non-Canada Equities (Developed Markets) Starting in June 2007, we began using the float-adjusted market capitalization of the MSCI World ex- Canada investable market index (IMI), from which we subtract the weight of REITs. Prior to that, we used the full market capitalization of the index and included REITs. The index captures large-, mid-, and smallcap representation across 22 of 23 developed countries excluding Canada. With 5,588 constituents, 7 the index covers approximately 99% of the free float-adjusted market capitalization in each country. (Data source: MSCI) Emerging Markets Equity Starting in September 2006, we began using the float-adjusted market capitalization of the MSCI Emerging Markets investable market index (IMI), from which we subtract the weight of REITs. Prior to that, we used the full market capitalization of the index and included REITs. The index captures large-, mid-, and small-cap representation across 23 emerging market countries. With 2,716 constituents, 8 the index covers approximately 99% of the free float-adjusted market capitalization in each country. (Data source: MSCI) 6 As of November 30, 2016. 7 As of November 30, 2016. 8 As of November 30, 2016. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 10

Frontier Markets Equity Starting in December 2010, we began using the float-adjusted market capitalization of the MSCI Frontier Markets investable market index (IMI). Prior to that, we used the market capitalization of the MSCI Frontier Markets standard index. There are currently no REITs in the MSCI Frontier Markets investable market index. The Frontier Markets IMI captures large-, mid-, and small-cap representation across 22 frontier market countries. The index includes 320 constituents, 9 covering about 99% of the free floatadjusted market capitalization in each country. (Data source: MSCI) Canadian Bonds (Investment Grade) Starting in September 2009, we began using the float-adjusted market capitalization of the Barclays Canadian issues 300MM Bond Index. Prior to that, we used the full market capitalization of the index. The index is the Canadian 300 MM index component of the Global Aggregate bond index. The index covers the investment-grade, fixed-rate bonds that are issued in Canadian Dollar. (Data source: Barclays Capital) Non-Canadian Bonds (Developed) Starting in September 2009, we began using the float-adjusted market capitalization of the Barclays Global Aggregate ex-canadian issues 300 MM Index. Prior to that, we used the full market capitalization of the index. The Barclays Global Aggregate Index provides a broad-based measure of the global investment-grade fixed income markets. We use the ex-canadian issues 300 MM version of this index, which has the same constituents as the standard global aggregate index but excludes the Canadian Dollar-denominated components. (Data source: Barclays Capital) Emerging Market Bonds Sovereign; External/USD Denominated: We use the market capitalization of the JP Morgan Emerging Markets Bond Index Global (EMBI Global). The index tracks total returns for traded external debt instruments in the emerging markets, and is an expanded version of the JP Morgan Emerging Markets Bond Index Plus (EMBI+). As with the EMBI+, the EMBI Global includes U.S. dollar-denominated Brady bonds, loans, and Eurobonds with an outstanding face value of at least $500 million. It covers more of the eligible instruments than the EMBI+ by somewhat relaxing the strict EMBI+ limits on secondary market trading liquidity. (Data source: JP Morgan) Sovereign; Local Currency Denominated: We use the market capitalization of the JP Morgan Government Bond Index-Emerging Markets Global (GBI-EM Global), which is part of JP Morgan s suite of comprehensive emerging market debt benchmarks that track local currency bonds issued by emerging market governments. GBI-EM Global is an investable benchmark that includes only those countries that are directly accessible by most of the international investor base. The index excludes countries with explicit capital controls, but does not factor in regulatory/tax hurdles in assessing eligibility. The index is classified as the most investable among JP Morgan s suite of local currency emerging market debt benchmarks and includes all GBI-EM countries except China and India. (Data source: JP Morgan) 9 As of November 30, 2016. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 11

Corporate; External/USD Denominated: We use the market capitalization of the JP Morgan Corporate Emerging Markets Bond Index Broad (CEMBI Broad). The index is part of JP Morgan s Corporate Emerging Market Bond Index series, which tracks U.S. dollar-denominated debt issued by emerging market corporations. The CEMBI Broad is more comprehensive and includes smaller issues by covering a wider array of corporate bonds. (Data source: JP Morgan) Inflation-Linked Bonds Starting in March 2006, we began using the market capitalization of the Barclays Universal Government Inflation-Linked Bond (UGILB) Index. The index is intended to be a single broad measure of the major developed and emerging government inflation-linked bond markets, combining primarily their flagship World Government (WGILB) and EM Government (EMGILB) inflation-linked bond indices. The index includes government debt only (i.e., direct obligations of the state issuer); quasi-government and corporate debt is not included in the index. Prior to 2006, we used the market capitalization of the Barclays Global Inflation-Linked Index (Series-L). This index is the legacy version from Lehman Brothers and represents the global inflation-linked bond market. (Data source: Barclays Capital) Money Market/Cash Equivalents This measure is based on worldwide mutual fund assets in money market funds. The data is obtained from Investment Company Institute s (ICI Global) quarterly Worldwide Mutual Fund Market Assets and Flows report. 10 (Data source: Investment Company Institute [ICI]) High Yield Bonds We use the market capitalization of the Barclays Global High Yield Bond Index. The index provides a broad-based measure of the global fixed-rate, non-investment grade (high yield) debt of companies in the U.S., developed markets, and emerging markets. (Data source: Barclays Capital) Public (Listed) Real Estate Equity We use the free float-adjusted market capitalization of the S&P Global Property Index. The index defines and measures the investable universe of publicly traded property companies domiciled in developed and emerging market countries. The index contains more than 500 property companies trading in 36 countries, and is market capitalization-weighted. The index is composed of stocks of publicly traded equity real estate investment trusts (REITs) and real estate operating companies (REOCs). (Data source: S&P Dow Jones Indices) Bank Loans We use institutional leveraged loan market size data from Credit Suisse. 11 The data is aggregated for the U.S. and Western Europe. The U.S. institutional data (a subset of the overall U.S. leveraged loan market size) includes U.S. dollar-denominated, non-investment grade, fully drawn institutional term loans. The Western European institutional data (a subset of the overall Western European leveraged loan market 10 https://www.iciglobal.org/iciglobal/research/stats/ww. 11 Credit Suisse Leveraged Finance Strategy Monthly publication. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 12

size) includes non-investment grade, fully drawn institutional term loans of issuers with assets located in or revenues derived from Western Europe, or loans denominated in a Western European currency. (Data source: Credit Suisse) Commodities This measure is based on the total (institutional and retail) commodity assets-under-management data from Barclays Capital. 12 The data is aggregated by combining three categories: commodity index investments (index swaps), commodity exchange-traded products (ETPs), and commodity medium-term notes (MTNs). (Data source: Barclays Capital) Private Real Estate The 2014 year-end data was obtained from the Money into Property Global 2015 publication from DTZ Research. 13 This publication focuses on the commercial real estate market and reports global invested capital across four quadrants of the real estate market: public equity, public debt, private equity, and private debt. As we are concerned with private real estate, we use only the data on the private equity and private debt categories to arrive at our estimate for global private real estate. We exclude public equity real estate to avoid double-counting because we include publicly listed real estate equity as a separate category in the global invested capital market. We also exclude public real estate debt (e.g., CMBS) since they are typically considered part of the fixed income asset class and are mostly captured in our estimates for the same (although we show this separately as part of the composition of the real estate figure). Prior to 2012, we estimated private real estate data using quarterly returns from the IPD Global Composite Index. (Data source: DTZ Research, Investment Property Databank [IPD is a subsidiary of MSCI]) Private Equity This is based on total private equity assets-under-management (AUM) data from Preqin. 14 Preqin defines the AUM of a private equity firm as the sum of all uncalled commitments (dry powder) and the (unrealized) market value of the remaining companies in its portfolio. Preqin reports this data across the following fund types: buyouts, venture capital, distressed private equity, growth, mezzanine, real estate, infrastructure, and other. Our estimate of global private equity is the aggregation of data across the various fund types, excluding real estate and infrastructure. 15 We exclude real estate and infrastructure because we already include them as separate categories in our analysis. (Data source: Preqin) 12 Barclays Capital Commodities Research (The Commodity Investor publication). 13 https://www.researchcentral.co/dtz/2015/6/15/t4fmnyzua8mqzwte4y5tdm/#page_6. 14 Illustrative report: https://www.preqin.com/docs/quarterly/pe/private_equity_quarterly_q3_2012.pdf. 15 We had access to historical data on dry powder and unrealized market value for total private equity assets under management. We also had access to historical data on dry powder by fund type (buyouts, venture capital, etc.). However, we had no access to historical data by fund type on unrealized market value. Therefore, in order to estimate the yearly global private equity exc luding real estate and infrastructure categories, we first calculated the proportion of dry powder values excluding real estate and infrastructure (as a percentage of total dry powder across all fund types), and then assumed that the same proportion applied to unrealized market values. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 13

Private (Unlisted) Infrastructure Global listed infrastructure (public) is already included in our estimates of public equity markets. Here, we focus on unlisted infrastructure assets. This is based on total infrastructure assets-under-management (AUM) data from Preqin. 16 Preqin defines AUM as the sum of all uncalled commitments (dry powder) and the (unrealized) market value of the remaining companies. (Data source: Preqin) Timberland Our estimate of global timberland investments is based on data provided by Forest Investment Associates (FIA). 17 FIA tracks assets under management by U.S.-based timber investment management organizations (TIMOs) that make investments both in U.S. and international markets. FIA estimates this data from its own internal research on transactions, reported market values, historical data, and conversations with other market participants. (Data source: Forest Investment Associates) Hedge Funds This measure is based on estimated assets-under-management data from Hedge Fund Research. 18 The firm compiles total capital invested in the global hedge fund industry on a quarterly basis as part of its Global Hedge Fund Industry Report. (Data source: Hedge Fund Research, Inc. [HFR]) Insurance-Linked Securities The insurance-linked securities (ILS) market can be accessed via several instruments (e.g., catastrophe bonds, or Cat bonds; industry loss warranties, or ILWs; sidecars; etc.). Of these, cat bonds represent approximately 25% of the ILS market and are the easiest to estimate. Our estimate for the size of the ILS market is based on the total outstanding catastrophe bond data from Aon Benfield Securities. (Data source: Aon Benfield Securities) 16 As of June 30, 2016, Illustrative report: https://www.preqin.com/docs/samples/preqin_global_infrastructure_report_2012_sample_pages.pdf. 17 http://www.forestinvest.com/. 18 HFR Global Hedge Fund Industry Report https://www.hedgefundresearch.com/index.php?fuse=products-irglo. Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 14

References Asness, Clifford S., Frazzini, Andrea and Pedersen, Lasse H. Leverage Aversion and Risk Parity, Financial Analysts Journal (January/February 2012). Also available at SSRN: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1990493 Doeswijk, Ronald Q., Lam, Trevin W. and Swinkels, Laurens. Strategic Asset Allocation: The Global Multi- Asset Market Portfolio 1959 2012 (November 2013). Also available at SSRN: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2352932 Ennis, Richard M., Parsimonious Asset Allocation, Editor s Corner, Financial Analysts Journal (May/June 2009). Sharpe, William F., Adaptive Asset Allocation Policies, Financial Analysts Journal (May/June 2010). Also available at SSRN: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1615459 Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 15

Contact Information Sudhakar Attaluri Associate Partner Investment Solutions +1. 312.381.1821 sudhakar.attaluri@aonhewitt.com Fei Amy Shang, CFA Consultant Investment Solutions +1. 312.381.1829 amy.shang@aonhewitt.com Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 16

About Aon Hewitt Investment Consulting, Inc. Aon Hewitt Investment Consulting, Inc., an Aon plc company (NYSE:AON), is an SEC-registered investment adviser. We provide independent, innovative solutions to address the complex challenges of over 496 retainer clients in the U.S. with total assets of $1.804 trillion under advisory as of December 31, 2015. More than 270 investment consulting professionals in the U.S. advise institutional investors such as corporations, public organizations, union associations, health systems, endowments, and foundations with investments ranging from $3 million to $310 billion. About Aon Hewitt Aon Hewitt empowers organizations and individuals to secure a better future through innovative talent, retirement, and health solutions. We advise, design, and execute a wide range of solutions that enable clients to cultivate talent to drive organizational and personal performance and growth, navigate retirement risk while providing new levels of financial security, and redefine health solutions for greater choice, affordability, and wellness. Aon Hewitt is a global leader in human resource solutions, with over 30,000 professionals in 90 countries serving more than 20,000 clients worldwide. For more information, please visit aonhewitt.com. This document has been produced by Investment Policy Services team of Aon Hewitt Investment Consulting, Inc., a division of Aon plc and is appropriate solely for institutional investors. Nothing in this document should be treated as an authoritative statement of the law on any particular aspect or in any specific case. It should not be taken as financial advice and action should not be taken as a result of this document alone. Consultants will be pleased to answer questions on its contents but cannot give individual financial advice. Individuals are recommended to seek independent financial advice in respect of their own personal circumstances. The information contained herein is given as of the date hereof and does not purport to give information as of any other date. The delivery at any time shall not, under any circumstances, create any implication that there has been a change in the information set forth herein since the date hereof or any obligation to update or provide amendments hereto. The information contained herein is derived from proprietary and non-proprietary sources deemed by Aon Hewitt to be reliable and are not necessarily all inclusive. Aon Hewitt does not guarantee the accuracy or completeness of this information and cannot be held accountable for inaccurate data provided by third parties. Reliance upon information in this material is at the sole discretion of the reader. This document does not constitute an offer of securities or solicitation of any kind and may not be treated as such, i) in any jurisdiction where such an offer or solicitation is against the law; ii) to anyone to whom it is unlawful to make such an off er or solicitation; or iii) if the person making the offer or solicitation is not qualified to do so. If you are unsure as to whether the investment products and services described within this document are suitable for you, we strongly recommend that you seek professional advice from a financial adviser registered in the jurisdiction in which you reside. We have not considered the suitability and/or appropriateness of any investment you may wish to make with us. It is your responsibility to be aware of and to observe all applicable laws and regulations of any relevant jurisdiction, including the one in which you reside. Aon Hewitt Limited is authorized and regulated by the Financial Conduct Authority. Registered in England & Wales No. 4396810. When distributed in the US, Aon Hewitt Investment Consulting, Inc. ( AHIC ) is a registered investment adviser with the Securities and Exchange Commission ( SEC ). AHIC is a wholly owned, indirect subsidiary of Aon plc. In Canada, Aon Hewitt Inc. and Aon Hewitt Investment Management Inc. ( AHIM ) are indirect subsidiaries of Aon plc, a public company trading on the NYSE. Investment advice to Canadian investors is provided through AHIM, a portfolio manager, investment fund manager and exempt market dealer registered under applicable Canadian securities laws. Regional distribution and contact information is provided below. Aon plc/aon Hewitt Limited Registered office The Aon Centre The Leadenhall Building 122 Leadenhall Street London EC3V 4AN Aon Hewitt Investment Consulting, Inc. 200 E. Randolph Street Suite 1500 Chicago, IL 60601 USA Aon Hewitt Inc./Aon Hewitt Investment Management Inc. 225 King Street West, Suite 1600 Toronto, ON M5V 3M2 Canada Contact your local Aon representative for additional contact and/or registration information relevant to your local country if not included above. Copyright 2016 Aon plc Aon Hewitt, the global talent, retirement and health solutions business of Aon plc (NYSE: AON). 17