APPLIED INVESTMENTS
Overview of the
Course Content
Asset Classes
An asset class is a grouping of investments that possess similar characteristics (risk, return, taxation, geographical location, size, and many other characteristics)
The Five Major Asset Classes
Fixed income (bonds, certificates of deposit)
Cash (bank checking, savings, and money market accounts or funds)
Common stock
("Equities")
Includes funds that invest
in common stock
Real estate
"Alternative investments"
Surprisingly, many "financial advisors" today are unaware of, or don't apply, what might be called
"The Science of Investing"
A lot of advertising is used to sell expensive investment strategies and investment products that underperform over the long term.
In contrast, ACADEMIC RESEARCH reveals the very, very few investment strategies that provide a high probability of higher returns, lower risk, or a combination of both.
ACTIVE VS. PASSIVE INVESTING
Active Investing: There are two main types
Attempts to select individual securities that will outperform other individual securities. Often called "stock selection."
Attempts to move in and out of various asset classes, as expected future returns of the asset classes change. Often called "market timing" or "tactical asset allocation."
Passive investing: aims to capture market returns by using funds [generally, mutual funds or exchange-traded funds (ETFs)] that track an index. (See semi-strong form of EMH, discussed in another branch.)
An index is a list of securities. For example, the S&P 500 Index is a list of 500 of the largest U.S.-based corporations. The index is maintained by the Standard & Poor's Financial Services LLC. There are many, many different indexes (a.k.a. "indices"). [Both "indexes" and "indices" are accepted and widely utilized plurals of the noun index.]
Passive investing, on average, beats active investing. The major reason for this is the high costs incurred within most active investment strategies and products. Investing is a ZERO-SUM GAME.
FACTOR INVESTING
Also called "factor-based investing" or "smart beta"
Different characteristics of stocks, some of them "risk-based," have been found. This allows us to create different asset classes.
Sub-asset classes may be created by different characteristics.
U.S. stocks vs. foreign developed markets vs. foreign emerging markets vs. foreign frontier markets
For example, stocks might be grouped by industry ("Technology" vs. "Consumer Products" vs. "Transportation" vs. "Energy" ... etc.)
Some factors are generally "accepted" in the academic literature. Many, many others are not yet accepted.
GENERALLY ACCEPTED FACTORS
SIZE FACTOR: Over any 20-year period of time, there exists an 80% or greater probability that a diversified basket of small company stocks (i.e., U.S. stocks with a market capitalization of $2 billion or less) will outperform a diversified basket of large cap stocks (U.S. stocks worth $10 billion or more).
INVESTMENT FACTOR: Over any 20-year period of time, there exists an 80% or greater probability that a diversified basket of LOW-INVESTMENT STOCKS (i.e., stocks of companies that return most of their cash to investors by means of dividends and/or stock buybacks) will outperform a diversified basket of expensive HIGH-INVESTMENT STOCKS (i.e., stocks that use most of their cash to expand production, start new product lines, and/or acquire other companies).
In the context of finance and investment theory, a factor is a common
(systematic) driver of securities’ returns. The component of stocks’ returns that
is driven by factor exposure is seen as distinct from the return component that
derives from stock-specific (non-systematic) risk.
PROFITABILITY FACTOR: Over any given 20-year period of time, there exists an 80% or greater probability that a diversified basket of "High-Profitability stocks (i.e., stocks that possess high amounts of profits relative to their assets, measured by metrics such as gross profits-to-assets, net profits-to-assets, return on equity, return on assets, etc.) will outperform a diversified basket of "Low-Profitability" stocks.
MOMENTUM: Stocks that have outperformed the overall market over the past 6-12 months generally continue to outperform the market over the next 3 months (i.e., until the next quarterly earnings release).
Duration (for bonds): Duration is a measure of a bond's susceptibility to changes in price due to changes in market interest rates. A bond that pays a high rate of interest with the same maturity date will have a lower duration than a bond that pays a lower rate of interest, as duration "balances" the cash flows.
Credit quality (for bonds): Bonds that possess a lower credit quality typically possess a higher yield, to account for the risk undertaken.
OVERCOMING BEHAVIORAL BIASES
All individuals are susceptible to various behavioral biases. Investors need to overcome these biases in order to be successful.
EVIDENCE-BASED INVESTING
Peer-reviewed: findings have been confirmed by other academic research, often using different databases of information to "test" the factor
Based on robust data analysis
Based on independent, academic research
Commodities
Hedge Funds
Many, many types
MUTUAL FUNDS and EXCHANGE-TRADED FUNDS
Vanguard is the largest mutual fund company today. Vanguard is the largest provider of mutual funds and the second-largest provider of exchange-traded funds (ETFs) in the world after BlackRock's iShares.
In addition to mutual funds and ETFs, Vanguard offers brokerage services, variable and fixed annuities, educational account services, financial planning, asset management, and trust services.
Founder and former chairman John C. Bogle is credited with the creation of the first index fund available to individual investors and has been a proponent of and a major enabler of low-cost investing by individuals.
Vanguard is structured as a mutual company; it is owned by funds managed by the company, and is therefore owned by its customers. This effectively means that Vanguard is a "non-profit" company, which results in the ability to offer mutual funds and ETFs for very low fees.
Nearly all other mutual fund companies, other than Vanguard, are "for-profit." Some have low fees. Others have much higher fees.
A "pooled investment vehicle": investors "pool" their money together in a "fund" and receive "shares" of that fund. An investment manager invests the cash in a selection of "securities" (stocks, bonds, etc.)
LARGEST MUTUAL FUND / ETF PROVIDERS (JAN. 2020):
- Black Rock Funds
- Vanguard
- Charles Schwab
- JP Morgan
- State Street Global Advisors
- Fidelity
- Bank of America / Merrill Lynch
- BNY Mellon (Dreyfus)
- PIMCO
- Capital Group (American Funds)
INVESTMENT POLICY STATEMENT
Everyone should possess one: endowments, pension plans, individual investors
Key elements of an IPS
(for an individual investor)
Investment objectives
Time horizon
Risk tolerance
Liquidity and Income Needs
Permissible asset classes
Restrictions (securities to avoid)
Asset allocation
Performance measurement
(benchmarks)
Monitoring of the investment portfolio
Reports on the investment portfolio to be provided
RISK AND RETURN ARE RELATED
The higher the risk, the greater the expected return. (But, as discovered in this course, not all risks are compensated, and not all risks that are compensated are compensated equally.)
Standard deviation is the finance theory's measure of "risk"
For individual investors, risk might properly be viewed as either: (1) a permanent loss of capital; or (2) the inability to meet the individual's lifetime financial goals.
To reduce risk, repeat after me:
DIVERSIFY, DIVERSIFY, DIVERSIFY.
And ... REBALANCE your investment
portfolio at certain times.
Seek asset classes with LOW CORRELATION
to each other. But nearly all asset classes worthy of investing have a positive correlation to each other.
MODERN PORTFOLIO THEORY: Combine two assets (or asset classes) that are not perfectly correlated to reduce risk (as measured by standard deviation) in an investment portfolio
VALUE FACTOR: Over any given 20-year period of time, there exists an 80% or greater probability that a diversified basket of inexpensive (value) stocks (as measured by price-earnings, price-book, price-sales, price-dividend ratios, or some combination thereof) will outperform a diversified basket of expensive (growth) stocks (as measured by the same ratios).Research on the field of value investing stretches back many decades. In 1949, Benjamin Graham urged investors to buy stocks at a discount to their intrinsic value. He argued that expensive stocks with lofty expectations leave little room for error, while cheaper stocks that can beat expectations may afford investors more upside. With the rise of computers, the value factor, or value risk premium, was demonstrated statistically in the 1980's.
For example, a bond with a 10-year maturity that pays a 4% coupon rate may possess a duration of 8.43 years, while a bond with the same maturity that pays a 6% coupon rate may possess a duration of only 7.36 years.
The FAMA-FRENCH 3-FACTOR MODEL includes the equity factor, the value (price) factor, and the size factor.
The FAMA-FRENCH 5-FACTOR MODEL adds the profitability and investment factors.
Bonds rated AAA to BBB- are "investment-grade bonds" (per Standard and Poors' ratings).
Bonds rated BB+ to C are "junk bonds" per Standards and Poors.
Other bond rating agencies exist, including Fitch and Moody's. Weiss Research also rates bonds. Not all bonds are rated; companies pay to have their bonds rated, which creates a conflict of interest for credit rating agencies.
Some investment advisers believe that a decreased exposure to credit quality risk (i.e., default risk) should be undertaken, by limiting investments to U.S. government bonds and highly-rated, shorter-term corporate bonds. They believe that "default risk" is not adequately compensated, and that investing in equities (stocks) results in higher returns for the "specific company risk" undertaken.
If a bond defaults, typically shareholders get ZERO while bondholders receive a percentage of the face value of the bond, as the corporation's assets are liquidated (during bankruptcy proceedings). The typical RECOVERY RATE for corporate bonds is 30% to 50%, but can be higher or lower.
A CORRELATION MATRIX can be formed, in which the correlations of different asset classes are compared over any given time period.
Asset class correlations can change over time. For example, international developed markets stocks and U.S. stocks now possess a stronger correlation to each other (in large part due to increased international trade in goods and services).
Private Equity / Venture Capital
Herding: Surely you have heard about herding, and that market prices sometimes form speculative bubbles. Most famous in investing is Charles Mackay’s 1841 classic, “Extraordinary Popular Delusions and the Madness of Crowds.” A single quote from him should serve our purposes: “Men, it has been well said, think in herds; it will be seen that they go mad in herds, while they only recover their senses slowly, and one by one.” The loss-aversion tendency breaks one of the cardinal rules of economics; the measurement of opportunity cost. To be a successful investor over time you must be able to properly measure opportunity cost and not be anchored to past investment decisions due to the inbuilt human tendency to avoid losses. Investors who become anchored due to loss aversion will pass on mouth-watering investment opportunities to retain an existing loss-making investment in the hope of recouping their losses.
Self-attribution Bias: Investors who suffer from self-attribution bias tend to attribute successful outcomes to their own actions and bad outcomes to external factors. They often exhibit this bias as a means of self-protection or self-enhancement. Investors affected by self-attribution bias may become overconfident.
Hindsight Bias: Another common perception bias is hindsight bias, which leads an investor to believe after the fact that the onset of a past event was predictable and completely obvious whereas, in fact, the event could not have been reasonably predicted.
Regret Aversion Bias: Also known as loss aversion, regret aversion describes wanting to avoid the feeling of regret experienced after making a choice with a negative outcome. Investors who are influenced by anticipated regret take less risk because it lessens the potential for poor outcomes. Regret aversion can explain an investor’s reluctance to sell losing investments to avoid confronting the fact that they have made poor decisions.
Anchoring Bias: The anchoring bias is the likelihood of assigning too much weight to an initial piece of information. Our minds can "anchor" to that information, and it's used as a reference point moving forward, regardless of relevancy.
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Recency bias occurs when investors put an emphasis on recent events and give less weight to those that have happened in the past. It skews perception toward short-term thinking.
During a bull market, investors' appetite for risk is generally increased as they extrapolate recent gains into the future. Since stocks have been moving higher as of late, investors are more likely to believe that stocks will continue to appreciate in value.
However, the same holds true in the depths of a bear market. Risk appetites dry up as investors flee stocks. The future looks hopeless due to the latest, depressed pricing action.
Confirmation Bias: First impressions can be hard to shake because we tend to selectively filter, paying more attention to information that supports our opinions while ignoring the rest. Likewise, we often resort to preconceived opinions when encountering something — or someone — new. An investor whose thinking is subject to confirmation bias would be more likely to look for information that supports his or her original idea about an investment rather than seek out information that contradicts it
EQUITY FACTOR (A.K.A. MARKET FACTOR):
There exist other factors, such as "low-volatility" and "quality," that we have not studied extensively.
Attempts at defining quality have so far been unsatisfyingly nebulous, from the all-encompassing “characteristics that make a company valuable,” (Asness, Frazzini and Pedersen 2013) to the more exact, yet contentious “high and stable profitability and low debt” (Calvert, 2012). Definitions aside, there is even considerable disagreement in the number of metrics that should be used to identify high-quality stocks. One opinion simply equates it to some description of profitability. By contrast, other industry professionals favor an approach that accounts for the manifold aspects of high-quality companies.
Low-Volatility Factor: “More risk equals more return” – this is a common misperception among investors. While highly volatile stocks may indeed deliver bursts of impressive performance, academic research has found that lower-volatility stocks have historically generated better risk-adjusted returns over time. This is known as the “low volatility anomaly." Similar to momentum and unlike other fundamental investment factors, low volatility is based purely on a stock’s price history. Haugen’s low-volatility anomaly states that stocks which have demonstrated low risk in the past, as measured by historical volatility, will not only continue to do so, but they will also achieve roughly the same returns as other stocks.
The equity or market factor, also known as the equity risk premium, in essence states that a diversified basket of stocks (such as a total stock market index fund) possesses an 80% or greater probability of outperforming the risk-free rate (i.e., the return found by owning 30-day U.S. Treasury securities) over any given 20-year period of time.
Loss aversion bias: Loss aversion is the tendency for people to strongly prefer avoiding losses than obtaining gains. Closely related to loss aversion is the endowment effect, which occurs when people place a higher value on a good that they own than on an identical good that they do not own. The loss aversion or endowment effect can lead to poor and irrational investment decisions, whereby investors refuse to sell loss-making investments in the hope of making their money back.
The ERP is also defined as the amount of return required by an investor above and beyond the risk free rate, where the risk free rate is commonly the rate of return from a sovereign government bond with a maturity comparable to the investor’s time horizon.
BEAR'S FAVORITE WORDS
OOZE CONFIDENCE.
No crystal balls.
(Alternative:
"Ignore Wall Street."
Diversification.
"Buy low, sell high."
Constructing
Investment
Portfolios
The Larry Portfolio is the name for a class of portfolios promoted by Larry Swedroe and Kevin Grogan in the book Reducing The Risk of Black Swans. The main idea is that by purchasing the highest return stock assets available, one can reduce overall stock exposure and maintain similar returns to other portfolio options but with less volatility.
The Original Larry Portfolio's Asset Allocation (for a retiree)
15% U.S. Small Cap Value
7.5% Int’l Small Cap Value
7.5% Emerging Markets Value
70% Intermediate Bonds
The problem with The Larry Portfolio today (in 2020) is that bond yields are near historic lows. And, if interest rates rise significantly, intermediate term bond prices would fall (leading to portfolio losses).
The performance of The Larry Portfolio from 2000 through 2019 has not been that impressive. Why?
First, international stocks in general have underperformed the US in recent years. Keep in mind half of the equities slice in the Larry Portfolio is using ex-US stocks. We also shouldn’t expect stellar returns, as this is a bond-heavy portfolio from the beginning.
Secondly, the past decade also hasn’t been great for the Size and Value factors. I would argue this shouldn’t deter you from believing in them long-term. Small-caps have still crushed large-caps historically, and Value has beaten Growth historically. Moreover, we would expect negative factor premiums from time to time, even for extended time periods like the last decade.
Using "multi-factor" funds will likely result in higher returns for the equity portion of the investment portfolio over long periods of time (10 years or greater).
Investors showed a strong preference for multi-factor over single-factor funds (such as "value" or "small cap" funds), in recent years.
Dimensional Funds Advisors has a long history of using multi-factor mutual funds, and in late 2020 launched multi-factor exchange-traded funds (ETFs) that are now available to individual investors (without the need to engage an investment advisor). DFA's "core equity" funds invest in nearly all publicly available stocks, with a heavy tilt toward value stocks and small cap stocks, while reducing some exposure to high-investment stocks and increasing exposure somewhat to high-profitability stocks.
Other funds use different factors, such as low-volatility and quality, and/or they don't possess as strong "tilts" to various factors.
With several hundred different mutual funds and ETFs undertaking multi-factor investing now (a huge development over the past 10 years), researchers are attempting to figure out which factors are likely to be the most robust in the future, and how factors can be combined into a single fund in the best manner.
Low-cost multi-factor funds are now available from Vanguard, iShares (Blackrock), and many other mutual fund and ETF providers today.
BEAR'S
INVESTMENT
PORTFOLIO RECOMMENDATIONS
Unfortunately, with most 401(k) plans, there are few multi-factor mutual funds and ETFs available.
For a retiree, use a "layer-cake" approach:
20% to top layer - U.S. short-term government bond fund
20% to middle layer: SWAN ETF
60% to bottom layer: The four equity funds referred to above, 15% allocated to each.
For a person with 20 or more years until retirement, for funds devoted to retirement purposes:
- 20% DFA U.S. Core Equity Market ETF (DFAU)
- 20% DFA US Targeted Value ETF (to be launched soon)
- 20% DFA World ex-US Core Equity 2 Market ETF (to be launched soon)
- 20% DFA Emerging Core Equity Market ETF (to be launched soon)
- 20% SWAN ETF
Glide paths:
For funds devoted to retirement needs, the following glide path is suggested:
- Until 20 years from retirement: 80% equities; 20% SWAN ETF
- 1-20 years from retirement: 70% equities; 30% SWAN ETF
- In retirement: 60% equities; 20% SWAN ETF; 20% short-term U.S. government bond fund
NOTE: The recommendations above are for educational purposes only, and should not be construed as investment advice.
ASSET ALLOCATION
AND REBALANCING
Strategic Asset Allocation (SAA)
vs. Tactical Asset Allocation
Tactical asset allocation is an active management portfolio strategy that shifts the percentage of assets held in various categories to take advantage of market pricing anomalies or strong market sectors. For example, the portfolio manager may be given the discretion to invest as little as 20% or up to 50% in U.S. stocks, as little as 20% or up to 50% in foreign stocks, and as little as 30% and up to 60% in fixed income stocks. Stated differently, tactical asset allocation as intentional market timing – taking over- and under-weight positions around the policy portfolio targets. Tactical mutual funds and ETFs are not preceded by a reputation for generating superior investment returns.
SAA: Very much accepted in the investment community. This is a portfolio strategy whereby the investor sets target allocations for various asset classes and rebalances the portfolio periodically. The target allocations are based on factors such as the investor's risk tolerance, time horizon, and investment objectives. Generally, the allocation to investment asset classes does not change in response to economic factors or market conditions, but only changes to reflect changes in the client's circumstances (such as reaching an older age, or inheriting money, or losing a job, or changing the time horizon until retirement).
REBALANCING
Targeted Rebalancing is most often utilized by investment portfolio managers today, in large part due to the availability of software that aids in monitoring portfolios and in rebalancing. For example:
Target allocation for U.S. large cap stocks: 30%
Lower limit for rebalancing: 30% x .8 = 24%
Upper limit for rebalancing: 30% x 1.2 = 36%
The above technique - in which rebalancing occurs when an asset class deviates 20% or more from its target, is utilized by some investment advisors.
However, for the allocation to fixed income investments (if they are grouped together as one large asset class), often the rebalancing target is set as the target asset allocation (such as 50%), plus or minus 5% (e.g., 45% and 55% lower and upper limits, respectively).
Periodic Rebalancing: This occurs when the investor (or portfolio manager) rebalances the investment portfolio at particular intervals, such as quarterly or annually. Research supports rebalancing at quarterly or longer intervals, rather than daily or weekly.
RATIONALE BEHIND THE FACTORS:
For some factors, such as the price (value) factor and the size (small cap) factor, there exists both risk-based explanations of the factors, as well as explanations from behavioral finance research.
Other factors don't appear to be tied to particular risks, but instead have explanations tied to various behavioral biases.
For the exam, you should know the explanations of each of the major factors we have studied (equity, size, price, momentum, profitability, and investment factors).
Just because an asset class has a low correlation to other asset classes does not mean that it should be included in an investment portfolio.
Ric Ferri's book, ALL ABOUT ASSET ALLOCATION, suggests three criteria are required to support asset class inclusion as part of an investment portfolio:
COMMODITIES?
Ferri concludes that commodities are not an attractive addition to portfolios because:
(1) They have had historically low returns;
(2) They generally do not provide a long-term rate of return higher than inflation; and
(3) They also have the potential of become positively correlated with other asset classes when you don’t want them to.
In fact, commodities are generally positively correlated with equities (except during the 1970’s, when stock prices fell while commodity prices – primarily oil prices – rose substantially).
‘Da Bear does not recommend commodities to his clients. But some investment advisers do.
- The asset class is fundamentally different from other asset classes in a portfolio.
- Each asset class is expected to earn a return higher than the inflation rate over time.(BUT: THIS PROPOSITION DOES NOT HOLD UP IN A VERY LOW-INTEREST RATE ENVIRONMENT, AS SEEN FOR MUCH OF 2008-2020);
- The asset class must be accessible with a low-cost diversified fund or product.”
ANOTHER VIEW
OF RISK
The scariest part of investing in stocks for individual investors is the risk of loss of one’s personal capital. William Bernstein, an author and investment adviser, explains the difference between two risk types:
“shallow risk,” a loss of real capital that recovers relatively quickly, say within several years; and
“deep risk,” a permanent loss of real capital.
EFFICIENT MARKETS HYPOTHESIS
WEAK FORM: refutes "technical analysis" or "charting." Information derived from past prices cannot be utilized to discern trends that will outperform the market.
SEMI-STRONG FORM: In addition to refuting "technical analysis" (i.e., incorporating in the Semi-Strong Form of the EMH the Weak Form, also), the Semi-Strong Form of the EMH states that publicly available information (such as financial statements, announcements, etc.) cannot be utilized (via quantitative or qualitative analysis) to discern mispricings that outperform the market. If you believe in "passive investment management" - i.e., that "active management" (via the selection of individual securities that are mispriced, or by "timing" the market / tactical asset allocation), then you believe in the SEMI-STRONG FORM of the EMH.
STRONG FORM: Incorporates the other two forms, and goes on to state that in addition - private information (such as that which exists within the company) cannot be utilized to identify mispricing in the stock and thereby outperform the market. The Strong Form is NOT commonly accepted, as evidence exists from trades done by corporate officers and directors, as well as those charged with illegal insider trading activities, that private information can be so utilized.
"ALL THE GREAT MUSIC WAS WRITTEN BEFORE 1990."