The tenets of the Efficient Market Hypothesis and Modern Portfolio Theory
It is widely held that financial asset markets always fully reflect all available and relevant information, and that adjustment to new information is virtually instantaneous.
Burton G. Malkiels bestseller “A Random Walk Down Wall Street”, which introduced EMH to the hoi-polloi. In a nutshell, the book suggests that self-directed investors cannot possibly outperform the market over the long term, because prices at all times already reflect all known information. It would be quite easy to refute this assertion empirically; even the existence of a single investor who regularly beats the market invalidates the hypothesis, and there is not just one such investor, there are probably thousands. But can EMH be refuted theoretically as well? Yes it can, as Dr. Shostak shows here (we would be inclined to suggest that the book’s greatest achievement was to fill the coffers of Burton Malkiel and his publishers).
This way of thinking which is known as the Efficient Market Hypothesis (EMH) is closely linked with the modern portfolio theory (MPT), which postulates that market participants are at least as good at price forecasting as is any model that a financial market scholar can come up with, given the available information.
The view that everyone is as good a forecaster as any model implies that their forecasts do not display systematic biases. In other words, their forecasts are right on average. According to the MPT, by using available information, all market participants arrive at “rational expectations” forecasts of future security returns, and these forecasts become fully reflected in the prices that are observed in financial markets.
Changes in asset prices will occur on account of news which cannot be predicted in any systematic manner. Asset prices respond only to the unexpected part of any news, since the expected part of the news is already embedded in prices. For instance, if the central bank raises interest rates by 0.5 percent, and if this action was anticipated by market participants, the effect of this anticipation will be manifested in asset prices prior to the central bank raising interest rates.
In other words, this increase will have no effect on asset prices. Should, however, the central bank raise interest rates by 1 percent, rather than the 0.5 percent expected by market participants, then the prices of financial assets will react to this increase.
The efficiency of the market means that the individual investor cannot outwit the market by trading on the basis of the available information. This means that analysis of past data is of little help since whatever information this analysis will reveal is already contained in asset prices.
Proponents of the MPT argue that if past data contains no information for the prediction of future prices, then it follows that there is no point in paying attention to fundamental analysis. A simple policy of random buying and holding will do the trick as asserted by one of the pioneers of the MPT, Burton G. Malkiel, in his famous book A Random Walk Down Wall Street:
“The theory holds that the market appears to adjust so quickly to information about individual stocks and the economy as a whole that no technique of selecting a portfolio-neither technical nor fundamental analysis-can consistently outperform a strategy of simply buying and holding a diversified group of securities.”
Consequently, Malkiel also suggests that,
“A blindfolded monkey throwing darts at a newspaper’s financial pages could select a portfolio that would do just as well as one carefully selected by the expert.”
Burton G. Malkiel. We guess the giant index tracking funds industry loves him. We’re not so sure about investors who have actually held index tracking funds over the past two decades. In real terms, their returns are not much to write home about.
Photo via jontrader.com
According to this way of thinking, stock market prices move in response to new, unexpected information. Since, by definition the unexpected cannot be known, it implies that an individual’s chances of anticipating the general direction of the market are as good as anyone else’s chances.
This suggests that since the future direction of the stock market cannot be known then the only way of earning above average returns is to assume greater risk (it is accepted by the practitioners of MPT that risk is associated with the degree of dispersion of returns around the average of returns).
A security whose returns are not expected to deviate significantly from its historical average is termed as a low risk. A security whose returns are volatile from year to year is regarded as risky. MPT assumes that investors are risk averse and they want high guaranteed returns.
To comply with this assumption the MPT instructs investors how to combine stocks in their portfolios to give them the least possible risk consistent with the return they seek. MPT shows that if an investor wants to reduce investment risk he should practice diversification.
Consider the following simple example:
Activity A Activity B Cold Weather 20% -10% Warm Weather -10% 20%
Let us assume that on average, half of the time the weather is cold and half of the time it is warm. According to the table, investment in activity A will yield a 20% return in cold weather and in warm weather will produce a loss of 10%. On average the return by investing in A will be 5%. The same outcome will be obtained with regard to investment in activity B.
The MPT then suggests that if the investor diversifies and invests one dollar in A and one dollar in B then he will be guaranteed a 5% return regardless of weather conditions. In warm weather, one dollar invested in B will produce a 20% return, whilst one dollar invested in A will produce a 10% loss.
Investors’ total return on two dollars invested in A and B will be 5%. Exactly the same result will be obtained for cold weather conditions. This example illustrates that through the magic of diversification regardless of weather conditions one can obtain risk free 5% return on investment.
This must be contrasted with the fact that the two investments A and B are highly risky, because the frequency of a cold or a warm season in a particular year cannot be always ascertained. All that we know is that on average, over a prolonged period of time, half of the time the weather is cold and half of the time it is warm.
This however, doesn’t mean that every year this will be so. This example shows that as long as activities are affected differently by given factors there is a place for diversification, which will eliminate risk.
The basic idea of MPT is that a portfolio of volatile stocks, i.e. risky stocks, can be combined together and this in turn will lead to the reduction of the overall risk. The guiding principle for combining stocks is that each stock represents activities that are affected by given factors differently. Once combined, these differences will cancel each other out, thereby reducing the total risk.
The theory indicates that risk can be broken into two parts. The first part is associated with the tendency of returns on a stock to move in the same direction as the general market. The other part of the risk results from factors peculiar to a particular company. The first part of the risk is labeled systematic risk, the second part, unsystematic.
According to MPT, through diversification, only unsystematic risk is eliminated. Systematic risk cannot be removed through diversification. Consequently it is held that return on any stock or portfolio will be always related to the systematic risk, i.e. the higher the systematic risk the higher the return.
The systematic risk of stocks captures the reaction of individual stocks to general market movements. Some stocks tend to be more sensitive to market movements while other stocks display less sensitivity.
The relative sensitivity to market moves is estimated by means of statistical methods and is known as beta (beta is the numerical description of systematic risk). If a stock has a beta of 2 it means that on average it swings twice as much as the market. If the market goes up 10% the stock tends to rise 20%. If however, the stock has a beta of 0.5% then it tends to be more stable than the market.
Does the MPT Framework Make Sense?
The major problem with the MPT is that it assumes that all market participants arrive at a rational expectations forecast. This, however, means that all market participants have the same expectations about future securities returns.
Yet, if participants are alike in the sense of having homogeneous expectations, then why should there be trade? After all, trade implies the existence of heterogeneous expectations. This is what bulls and bears are all about. A buyer expects a rise in the asset price, while the seller expects a fall in the price.
Even if we were to accept that modern technology enables all market participants equal access to news, there is still the issue of news interpretations. The MPT framework implies that market participants have the same knowledge.
Forecasts of asset prices by market participants are clustered around the true value, with deviations from the true value randomly distributed, implying that profits or losses are random phenomena.
Is everyone’s knowledge the same? If not, then why should it not be possible for some market forecasts to turn out to be better than others?
Illustration via cardiff.ac.uk
It also means that since, on average, everybody knows the true intrinsic value then no one will need to learn from past errors since these errors are random and therefore any learning will be futile. Yet, if every individual has different knowledge, then this difference will have an effect on his forecast.
A success or a failure in predicting asset prices will not be completely random, as the MPT suggests, but must also be attributed to each individual’s knowledge. In the words of Hans-Hermann Hoppe:
“If everyone’s knowledge were identical to everyone else’s, no one would have to communicate at all. That men do communicate demonstrates that they must assume that their knowledge is not identical.”
The MPT framework also gives the impression that the stock market can exist separately from the real world. However, the stock market doesn’t have a life of its own. That is why an investment in stocks should be regarded as an investment in business as such, and not just as an investment in stocks. On this Rothbard says in America’s Great Depression, p.79, that
“[T]he stock market tends to reflect the “real” developments in the business world.”
By becoming an investor in a business, an individual has engaged in an entrepreneurial activity. He has committed his capital with a view to supply the most urgent needs of consumers.
Hans-Hermann Hoppe (left) and Murray Rothbard (right) – individual knowledge does play a role in forecasting asset prices, and believe it or not, the stock market actually reflects the real world of business (irrespective of the distortion of prices by monetary inflation, this can be ascertained by the simple fact that the relative performance of individual stocks and the underlying businesses usually differs greatly).
For an entrepreneur the ultimate criteria for investing his capital is to employ it in those activities which will produce goods and services that are on the highest priority list of consumers. It is this striving to satisfy the most urgent needs of consumers that produces profits, and it is this alone that guides entrepreneurs. According to Ludwig von Mises in Human Action:
“Stock exchange transactions produce neither profits nor losses, but are only the consummation of profits and losses arising in trading and manufacturing. These profits and losses, the outgrowth of the buying public’s approval or disapproval of the investments effected in the past, are made visible by the stock market. The turnover on the stock market does not affect the public. It is, on the contrary, the public’s reaction to the mode in which investors arranged production activities that determines the price structure of the securities market. It is ultimately the consumers’ attitude that makes some stocks rise, others drop.”
Is it valid to argue that past information is completely imbedded in prices and therefore of no consequence? It is questionable whether the duration and the strength of effects of various causes can be discounted by the market participants.
For instance, according to MPT a market-anticipated lowering of interest rates by the central bank, while being regarded as old news and therefore not supposed to have real effects, will in fact set in motion the process of the boom-bust cycle. Also, various causes once set in motion, initially only “affect some individuals’ real income. As time goes by however, the effect of these causes spreads across a wider spectrum of individuals.
Obviously, these changes in the real incomes of individuals will lead to changes in the relative prices of assets. To suggest, then, that somehow the market will quickly incorporate all future changes of various present causes without telling us how it is done is questionable.
It has to be realized that markets are comprised of individual investors who require time to understand the implications of various causes and their implications for the prices of financial assets.
Even if a particular cause was anticipated by the market, that doesn’t mean that it was understood correctly and therefore discounted. It is hard to imagine that the effect of a particular cause which begins with a few individuals and then spreads over time across many individuals can be assessed and understood instantaneously.
Instantaneous understanding of complex cause-effect chains affecting the future, involving countless individuals and their inherently unknowable future states of knowledge and changes in preferences, is impossible. If it were possible, there would probably be many unexpected head explosions…
Illustration by AzureLake
For this to be so, it would mean that market participants can immediately assess future consumers’ responses and counter responses to a given cause. This, of course, must mean that market participants not only must know consumers’ preferences but also how these preferences are going to change. Note though, consumer preferences cannot be revealed before consumers have acted.
We have seen that the basic idea of MPT is that a portfolio of volatile stocks, i.e. risky stocks, can be combined together and this in turn will lead to the reduction of the overall risk. The guiding principle for combining stocks is that each stock represents activities that are affected by given factors differently.
Once combined, these differences will cancel each other out, thereby reducing the total risk. However, this not necessary always works this way. During a large financial crisis various assets that normally had an inverse correlation become positively correlated and fall together.
The moment the primary consideration of investment becomes the reduction of risk rather than the attainment of the highest possible profit, then all kind of strange decisions may emerge. For instance, strictly following MPT, one may deliberately invest in an asset that offers a negative return in order to reduce the overall portfolio risk.
However, no sane investor deliberately chooses a badly performing investment. It is only the emergence of conditions not properly forecast by the investor that leads to a bad investment.
Negative yields to maturity on government bonds such as on the JGB (10 year Japanese government bond) depicted above can probably be called an example of “modern portfolio theory insanity”
Are Profits Random Phenomena?
The proponents of the MPT claim that the main message of their framework is that excessive profits cannot be secured out of public information. They maintain that any successful method of making profits must ultimately be self-defeating.
Now, it is true that profits as such can never be a sustainable phenomenon. However, the reasons for this are not those presented by the MPT. Profit emerges once an entrepreneur discovers that the prices of certain factors are undervalued relative to the potential value of the products that these factors, once employed, could produce.
By recognizing the discrepancy and doing something about it, an entrepreneur removes the discrepancy, i.e., eliminates the potential for a further profit. According to Murray N. Rothbard in Man, Economy, and State:
“Every entrepreneur, therefore, invests in a process because he expects to make a profit, i.e., because he believes that the market has under-priced and undercapitalized the factors in relation to their future rents.”
The recognition of the existence of potential profits means that an entrepreneur had particular knowledge that other people didn’t have. This unique knowledge means that profits are not the outcome of random events, as the MPT suggests.
Entrepreneurial profit is distinct from the profit achieved by capitalists in the form of the interest spread between the stages of production: it is about the recognition of maladjustments in the economy, i.e. the recognition of mispricing between factors of production and the products they can produce, as well the correct anticipation of future consumer preferences. The very act of entrepreneurship will tend to remove these maladjustments, which makes entrepreneurial profit a fleeting phenomenon. Successful entrepreneurs can therefore never “rest on their laurels”.
Image credit: Sergey Nivens
For an entrepreneur to make profits, he must engage in planning and anticipate consumer preferences. Consequently, those entrepreneurs who excel in their forecasting of consumers’ future preferences will make profits.
Planning and research however can never guarantee that profit will be secured. Various unforeseen events can upset entrepreneurial forecasts. Errors which lead to losses in the market economy are an essential part of the navigational tools which direct the process of allocation of resources in an uncertain environment in line with what consumers dictate.
Just to illustrate the comment we made under the picture further above: in this chart, Rothbard shows how an increase in savings leads to a decline in the interest rate spread between the stages of production, which in turn will invite investment in additional, higher production stages (“high” = temporally further removed from consumption), i.e. a further increase in the division of labor. The point we wanted to make was however merely that this spread reflects time preferences, i.e., the discount of future goods against present goods, and should not be confused with entrepreneurial profit (see also: “The Production Structure” for more color) – click to enlarge.
Uncertainty is part of the human environment, and it forces individuals to adopt active positions, rather than resign to passivity, as implied by the MPT. The MPT framework views the act of investment as no different from casino gambling. In the words of Ludwig von Mises in Human Action:
“A popular fallacy considers entrepreneurial profit a reward for risk taking. It looks upon the entrepreneur as a gambler who invests in a lottery after having weighed the favorable chances of winning a prize against the unfavorable chances of losing his stake. This opinion manifests itself most clearly in the description of stock exchange transactions as a sort of gambling.”
Mises then suggests,
“Every word in this reasoning is false. The owner of capital does not choose between more risky, less risky and safe investments. He is forced, by the very operation of the market economy, to invest his funds in such a way as to supply the most urgent needs of the consumers to the best possible extent.”
Mises then adds,
“A capitalist never chooses that investment in which, according to his understanding of the future, the danger of losing his input is smallest. He chooses that investment in which he expects to make the highest possible profits.”
Ludwig von Mises: the capital allocation decisions made by capitalists and entrepreneurs are not akin to “gambling” – they always are aimed at serving the desires of consumers in the best, and hence most profitable, way.
Photo via Mises Institute
The MPT framework presents the stock market as a gambling place which is detached from the real world. However, as Mises suggests,
“The success or failure of the investment in preferred stock, bonds, debentures, mortgages, and other loans depends ultimately also on the same factors that determine success or failure of the venture capital invested. There is no such thing as independence of the vicissitudes of the market.”
Further to this,
“Stock speculation cannot undo past action and cannot change anything with regard to the limited convertibility of capital goods already in existence. What it can do is to prevent additional investment in branches and enterprises in which, according to the opinion of the speculators, it would be misplaced. It points the specific way for a tendency prevailing in the market economy, to expand profitable production ventures and to restrict the unprofitable. In this sense the stock exchange becomes simply the focal point of the market economy, the ultimate device to make the anticipated demand of the consumers supreme in the conduct of business.”
Furthermore, in an attempt to minimize risk, practitioners of MPT tend to institute a high degree of diversification. However, having a large number of stocks in a portfolio might leave little time to analyze the stocks and understand their fundamentals.
This could raise the likelihood of putting too much money in bad investments. This way of conducting business would not be an entrepreneurial investment but rather gambling.
The MPT gives the impression that there is a difference between investing in the stock market and investing in a business. However, the stock market doesn’t have a life of its own.
Proponents of modern portfolio theory argue that diversification is the key to the creation of the best possible consistent returns. In fact, the key should be profitability of various investments and not diversification as such.
Charts by stockcharts, investopedia, bigcharts, Murray Rothbard/acting-man.com
Chart and image captions by PT
This article appeared originally at the Ludwig von Mises Institute and is republished with permission.
Dr. Frank Shostak is an Associated Scholar of the Mises Institute. His consulting firm, Applied Austrian School Economics (AASE), provides in-depth assessments and reports of financial markets and global economies. He received his bachelor’s degree from Hebrew University, master’s degree from Witwatersrand University and PhD from Rands Afrikaanse University, and has taught at the University of Pretoria and the Graduate Business School at Witwatersrand University.
You may have noticed that our so-called “semiannual” funding drive, which started sometime in the summer if memory serves, has seamlessly segued into the winter. In fact, the year is almost over! We assure you this is not merely evidence of our chutzpa; rather, it is indicative of the fact that ad income still needs to be supplemented in order to support upkeep of the site. Naturally, the traditional benefits that can be spontaneously triggered by donations to this site remain operative regardless of the season - ranging from a boost to general well-being/happiness (inter alia featuring improved sleep & appetite), children including you in their songs, up to the likely allotment of privileges in the afterlife, etc., etc., but the Christmas season is probably an especially propitious time to cross our palms with silver. A special thank you to all readers who have already chipped in, your generosity is greatly appreciated. Regardless of that, we are honored by everybody's readership and hope we have managed to add a little value to your life.
Bitcoin address: 1DRkVzUmkGaz9xAP81us86zzxh5VMEhNke
Most read in the last 20 days:
- Modi’s Great Leap Forward
India’s Currency Ban – Part VIII India’s Prime Minister, Narendra Modi, announced on 8th November 2016 that Rs 500 (~$7.50) and Rs 1,000 (~$15) banknotes would no longer be legal tender. Linked are Part-I, Part-II, Part-III, Part-IV, Part-V, Part-VI and Part-VII, which provide updates on the demonetization saga and how Modi is acting as a catalyst to hasten the rapid degradation of India and what remains of its institutions. India’s Pride and Joy Indians are...
- US Financial Markets – Alarm Bells are Ringing
A Shift in Expectations When discussing the outlook for so-called “risk assets”, i.e., mainly stocks and corporate bonds (particularly low-grade bonds) and their counterparts on the “safe haven” end of the spectrum (such as gold and government bonds with strong ratings), one has to consider different time frames and the indicators applicable to these time frames. Since Donald Trump's election victory, there have been sizable moves in stocks, gold and treasury bonds, as the election...
- Global Recession and Other Visions for 2017
Conjuring Up Visions Today’s a day for considering new hopes, new dreams, and new hallucinations. The New Year is here, after all. Now is the time to turn over a new leaf and start afresh. Naturally, 2017 will be the year you get exactly what’s coming to you. Both good and bad. But what else will happen? Image of a recently discarded vision... Image by Michael Del Mundo Here we begin by closing our eyes and slowing our breath. We let our mind...
- The Great El Monte Public Pension Swindle
Nowhere City California There are places in Southern California where, although the sun always shines, they haven’t seen a ray of light for over 50-years. There’s a no man’s land of urban blight along Interstate 10, from East Los Angeles through the San Gabriel Valley, where cities you’ve never heard of and would never go to, are jumbled together like shipping containers on Terminal Island. El Monte, California, is one of those places. Advice dispensed on Interstate...
- A Trade Deal Trump Cannot Improve
Worst in Class BALTIMORE – People can believe whatever they want. But sooner or later, real life intervenes. We just like to see the looks on their faces when it does. By that measure, 2017 may be our best year ever. Rarely have so many people believed so many impossible things. Alice laughed. "There's no use trying," she said: "one can't believe impossible things." "I daresay you haven't had much practice," said the Queen. "When I was your age, I always did it for...
- Pope Francis Now International Monetary Guru
Neo-Marxist Pope Francis Argues for Global Central Bank As the new year dawns, it seems the current occupant of St. Peter’s Chair will take on a new function which is outside the purview of the office that the Divine Founder of his institution had clearly mandated. Neo-Papist transmogrification. We highly recommend the economic thought of one of Francis' storied predecessors, John Paul II, which we have written about on previous occasions. In “A Tale of Two Popes” and...
- Where’s the Outrage?
Blind to Crony Socialism Whenever a failed CEO is fired with a cushy payoff, the outrage is swift and voluminous. The liberal press usually misrepresents this as a hypocritical “jobs for the boys” program within the capitalist class. In reality, the payoffs are almost always contractual obligations, often for deferred compensation, that the companies vigorously try to avoid. Believe me. I’ve been on both sides of this kind of dispute (except, of course, for the “failed”...
- Trump’s Trade Catastrophe?
“Trade Cheaters” It is worse than “voodoo economics,” says former Treasury Secretary Larry Summers. It is the “economic equivalent of creationism.” Wait a minute - Larry Summers is wrong about almost everything. Could he be right about this? Larry Summers, the man who is usually wrong about almost everything. As we have always argued, the economy is much safer when he sleeps, so his tendency to fall asleep on all sorts of occasions should definitely be welcomed....
- Trump’s Plan to Close the Trade Deficit with China
Rags to Riches Jack Ma is an amiable fellow. Back in 1994, while visiting the United States he decided to give that newfangled internet thing a whirl. At a moment of peak inspiration, he executed his first search engine request by typing in the word beer. Jack Ma, founder and CEO of Alibaba, China's largest e-commerce firm. Once he was a school teacher, but it turned out that he had enormous entrepreneurial talent and that the world of wheelers, dealers, movers and...
- Money Creation and the Boom-Bust Cycle
A Difference of Opinions In his various writings, Murray Rothbard argued that in a free market economy that operates on a gold standard, the creation of credit that is not fully backed up by gold (fractional-reserve banking) sets in motion the menace of the boom-bust cycle. In his The Case for 100 Percent Gold Dollar Rothbard wrote: I therefore advocate as the soundest monetary system and the only one fully compatible with the free market and with the absence of force or fraud...
- Side Notes, January 14 - Red Flags Over Goldman Sachs
Red Flags Over Goldman Sachs Just to prove that I am an even-handed insulter, here is a rant about my former employer, Goldman Sachs. The scandal at 1MDB, the Malaysian sovereign wealth fund from which it appears that billions were stolen by politicians all the way up to the Prime Minister, continues to unfold. The main players in the 1MDB scandal. Irony alert: apparently money siphoned off from 1MDB was used to inter alia finance Martin Scorcese's movie “The Wolf of...
- Silver’s Got Fundamentals - Precious Metals Supply-Demand Report
Supply-Demand Fundamentals Improve Noticeably Last week was another short week, due to the New Year holiday. We look forward to getting back to our regularly scheduled market action. Photo via thedailycoin.org The prices of both metals moved up again this week. Something very noticeable is occurring in the supply and demand fundamentals. We will give an update on that, but first, here’s the graph of the metals’ prices. Prices of gold and silver...