Outstanding Issues in Finance: A Critical View of the Field
I am convinced that today’s Finance
is still in its infancy as a science. The domain of what we know pales in
comparison to what we actually know we don’t know. For example, we know
that our understanding of the basic mechanisms of asset valuation (stocks, real
estate, gold) is limited, confused and non-operational for
the most part. Who can tell and predict the value of stocks today? Investors
are offered conflicting views (rational vs. irrational), quick recipes, and
voodoo advice. The “pseudo” scientific mathematical models that are offered
today, far from resolving real-world problems do revel in their own complexity
in exchange for minor incremental learning. Below, I am addressing several outstanding
issues in Finance. I also offer a new way of viewing ourselves much more like
engineers or physicians, in our capacity as social scientists. We are living in
exciting times, the science is young, the questions are still open, novel
thinking and scientific breakthroughs await us. Please feel free to e-mail me if you agree, disagree or
would like to offer suggestions. By the way, also read a concurring opinion
from Arnott’s ‘take-no-prisoner’ editorial in the Financial
Analysts Journal
about the State of the Finance
Industry.
Let me give you a few examples of major unresolved issues:
·
The CAPM dead or alive? Over the last few decades one of the most prominent model
of Finance called the CAPM has been under attack, not because its logical
foundations are wrong or limited, but rather since it does not explain returns,
the way it was intended to: higher contribution to systematic risk leads to
higher returns. Noteworthy, is the French-Fama (1992[f1]) paper showing that price to book
is a better predictor of stock returns than beta. Now, we can accept that an
essentially static model created about 40 years ago can fall short of
explaining reality. Maybe the reason is that we are not capturing expected
returns properly. Recently, there have been new attempts to validate the model
(for example showing that a form of inflation illusion has an effect on
the Beta-expected return relationship (Cohen,
Polk and Vuolteenaho (2004)), or that the French-Fama result can be explained by
incorporating leverage as a factor, thus rendering the beta effective again (Ferguson
and Shockley (2003)).
These results may be incrementally informative but it is important to know if
the stream of new insights about CAPM is fundamental enough to repair the
model.
·
Beta only a measure of risk? Beta, since it measures the contribution of a single stock
to market volatility, may not represent risk in all instances but rather
growth. For example, since the stock market moves upward in the long-run, and
market returns are positively serially correlated (low frequency data), then a
high beta stock may in fact capture a boost to the average market return due to
faster than normal growth (in earnings). The extra premium is not for risk but
for growth. Here are some new views about redefining the standard CAPM model in
terms of beta linked to downside risk (Kaplansky
(2004) or Post and
Van Vliet (2004)).
·
What about those macro-finance models? Since the static model has not done
so well, what about the dynamic models? These have not fared better since the
middle of the 1970’s (essentially since the works of Merton (1973)[f2] and Lucas (1978)[f3]. Both are Nobel laureates in
Economics).
·
Valuation of stocks, anyone? The standard dividend discount model taught in our schools
(and many variations on it) has not borne its fruits. Stock prices MUST be
based on the present value of expected future cash flows accruing to investors
(Warren Buffett concurs). The questions are: 1) Are these cash flows adequately
represented by forecast dividends or proxies? 2) How do we account for expected
price appreciation independently of future dividend proxies? 3) How can we
narrow the choices for the right discount rate(s) and other inputs to
apply to these models? Still, it appears that demand often forces prices to
temporarily diverge from a present value calculation due possibly to
“irrational exuberance”, then 4) How fast does the reversion mechanism
to fair value operate (if any)?
·
Is the stock market rational or irrational? This is a very confusing issue
since the latest conventional wisdom is that the stock market is mostly
irrational (Shiller 2001). In fact, it is probably a mixture:
an undercurrent of fundamental value plus superimposed short-term deviations
due to irrational behavior and/or news. Let us be careful though, one reason
why markets are seen as irrational is that Finance has been unable to provide a
logical/mathematical foundation to valuation since the current models
have fallen short. Thus, our definition of “rational” is contained within the rationality
of the models we have so far developed. The core guiding principle of investors’
decisions may very well be founded on economic laws (systematic and
reproducible) left to be discovered…
·
What are we (investors) to do? If markets are irrational what is there to learn about
investing in stocks? Are we investors supposed to throw in the towel when there
is no solid ground on which to make a stock investing decision? Maybe some
investors can capitalize on the irrationality of other investors?
(Contrarian trading: Am I irrational or is she?). On the other hand, you’ll say
there is always the motto of Value Investing: buy companies for which you
understand the business model, scrutinize the financial statements, do they
have a good cash position, low PEG, etc… There is no argument that these
factors can contribute to good stock selection. More to the point though: an entire
industry has sprung-up not necessarily caring about how stocks are truly
valued. Yes, I’m talking about the mutual fund industry. How so? The
industry creates portfolios with particular flavors: Growth oriented, Large
caps, Small caps, Blends etc... The game in town is product differentiation and
finding a market niche. A marketing game! Since no one truly understands
the pricing of stocks, mutual fund managers attract investors by promising to
replicate ‘good’ past records, or to generate great returns based on the fund’s
investment style (an oxymoron). Since portfolios are turned over to dump losers
and buy winners (often late), these outfits are not in the business of fully
understanding stock valuation but rather in the business of maintaining or
growing their fund participation by minimizing quarterly losses and riding the
growth endemic to a capitalistic economy.
·
The (in)famous Equity Premium puzzle. The Equity Premium (EP) is the difference between
the stock market return and a Treasury yield (also referred to as risk free
rate). Now, if there were an equivalent to the speed of light in E = MC2,
as applied to the valuation of most assets, this would be the EP. However, the
EP is typically not constant over time. It is what economists call
counter-cyclical: it rises during recessions and lowers during booms. Now,
since stocks are riskier than bonds in the short-term, following the CAPM logic
they should pay a higher return. Thus, the EP should be explained by risk
avoidance. However, the current macro-economic and finance models are unable to
confirm this intuition, since (not to bore you too much) the size of actual
equity premium does not reconcile with what the models need to assume for the
level of risk aversion in the economy. Here is some of my joint work on the
issue of understanding the equity premium in the long run The Equity Premium:
Explained by GDP Growth and Consistent with Portfolio Insurance.
·
Stock returns that compound faster than economic growth? No kidding! Current theories accept
that compound equity returns have been around 11% nominal in the long-run. This
far outpaces the nominal GDP growth of the
·
Loving or fighting the Fed model. The Fed model (Orphanides and
al. (1997)) is
highly controversial. Many practitioners love it (see Dr.
Yardeni’s page);
academic pundits hate it (Asness
(2003)). The Fed
model is the result of a discovery that the SP 500 forward earnings yield is
highly correlated with the 10- year Treasury yield, since the 1970s. This is
the best working model we have for the SP 500. Academics believe the model is
logically flawed, based on thinking that the earnings yield is a real
rate of return. Yes sure, how can you compare a real rate to a nominal yield?
Since the Fed model is flawed, the observed correlation must be a fluke
and since reality violates our current accepted theories, then reality
must be wrong! (This is an actual quotation!) Well, try to tell that to
practitioners! We must attempt to better understand why the Fed model works. We
show some love to the Fed model in A General
Theory of Stock Market Valuation and Return.
What you
just read may seem like a dire indictment of Finance. Not so fast, I do intend to
make a living in this profession for a long while. However, let’s not forget
that in essence we are all truth-seekers. Thus, to no severe fault of our own,
this is where we find ourselves. I think that we, as social scientists, should
be hungrier to search for the truth and use the frustration engendered by
theories with limited applicability to create truly operational tools.
Similarly to engineers or physicians, we should look at our subject matter as
being vital to the financial health and wealth of our society.
Finding cures and solutions should be of primordial interest. Is current
Finance a lot like ancient
Hippocrates was a
Greek physician born in 460 BC on the
Hippocrates’
Oath (400 BCE) as Translated to Finance (2004 AD) Excerpt:
“…I will
follow that system of regimen (scientific inquiry) which,
according to my ability and judgment, I consider for the benefit of my patients
(investors and economic decision-makers), and
abstain from whatever is deleterious and mischievous. I will give no deadly
medicine (potentially wealth destroying advice based on
ill-suited theories) to any one if asked, nor suggest any such
counsel…With purity and with holiness; I will pass my life and practice my Art…
Into whatever houses I enter, I will go into them for the benefit of the sick (investors and other decision-makers seeking understanding),
and will abstain from every voluntary act of mischief and corruption… While I
continue to keep this Oath unviolated, may it be granted to me to enjoy life
and the practice of the art, respected by all men, in all times! But, should I
trespass and violate this Oath, may the reverse be my lot!”
[f1] Fama, Eugene Kenneth French, The cross-section of expected stock returns, The Journal of Finance 47 (2), 427-465.
[f2] Merton, Robert, 1973, An intertemporal capital asset pricing model, Econometrica 41, 867-888.
[f3] Lucas, Robert, 1978, Asset prices in an exchange economy, Econometrica 46, 1429-1445.