"The
money managers fired by big institutions like pension funds and university
endowments usually go on to outperform the firms that replace them. No
wonder the institutional process of selecting money managers has the
cynical nickname of "hire high, fire low.""
--Jason Zweig, MONEY
Magazine, “The 20-year portfolio”, February 19, 2004
October 22, 2008
What to do about the Financial
Transparency Crisis - Harry M. Markowitz
1990 Nobel Prize Winner
Harry M. Markowitz
The current financial crisis is a combination of three
ill winds that combined to make the “perfect” storm. One ill
wind is the bursting of the real estate bubble; the second is the ongoing
consequences of the subprime and near-subprime mortgage fiasco; the third
concerns financial instruments—including, but not limited to CMOs
(Collateralized Mortgage Obligations)—which combine mortgages and
perhaps other assets, slice them into “tranches” and sell them
to clients which, in some cases, use these tranches as inputs to other
exotic instruments. The result is that nobody knows the risks to which
they and their possible counter parties are exposed. The proposal herein
concerns this last ill wind, the lack of transparency of many modern financial
instruments.
When the Bear-Stearns weathervane first suggested that
all was not well with complicated financial instruments, lending between financial
counterparties started to dry up. The Fed addressed this problem by adding
liquidity to the financial system. The effect of this liquidity was to devalue
the dollar. The prices of commodities such as gold, oil and grains went up;
dollars per euro went up; and, finally, the unthinkable happened: the dollar
sold on a par with the loonie (the Canadian dollar). But despite this and ever
increasing liquidity, the problem remained: because the problem was not lack
of liquidity it was lack of confidence. Nobody knew who had bad paper.
The government has passed the 700 billion dollar Paulson
plan. The long-term effectiveness of the bailout plan, however, remains unknown
until firms, counter parties, regulators and their supervisors are able to
accurately value the exotic financial instruments. What good is supervision,
for example, if supervisors have no more idea than anyone else of the value
of supposedly 700 billion dollars worth of pieces of paper?
My proposal for gaining insight into these instruments
has four parts. I first enumerate these parts, then expand on each part briefly,
and then defend the whole proposal from possible objections. The parts then
are these:
Take a census of what goes into what in the
first instance, and what is the rules of the
game for each financial instrument, as well
as who issues and who owns each instrument.
Calculate the direct and indirect exposure
of each instrument; i.e., piece of paper A,
contains tranche B of CMO C etc. and therefore
is exposed to these amounts of those underlying
mortgages.
Aggregate the direct and indirect exposures
of a given instrument (and the instruments
of a given institution) into meaningful categories.
It is not sufficient to know that a given instrument
is directly and indirectly exposed to a long
list of mortgages. These mortgages should be
aggregated in various ways, such as by zip
code and late-payment history. The leverage
of the instrument, and of the firm that holds
it, should be analyzed—directly and indirectly
(i.e., has the firm borrowed to buy a tranche
in an instrument which itself is leveraged).
This information should be disseminated on
a need-to-know basis to various parties such
as firms, stockholders, counterparties, regulators
and academicians. As with census data, the
more public of these disclosures may be more
aggregate than less public disclosures.
With respect to Point (1), the size of the
proposed survey is not large as compared to
government efforts such as the Census Bureau’s
Annual Survey of Manufactures (ASM). The motivation
for responding to the proposed survey can include
whatever motivates the respondents to the ASM,
plus the additional motivation that if you
don’t respond we (the government) will
assume that your paper is worthless, evaluate
your firm on that basis and maybe shut you
down.
The computation described in Point (2) is
feasible is more technical than is appropriate
here. I will content myself with a remark about
my background that might encourage you to “trust
me” on this one. The year before I got
a Nobel Prize in Economics for my work on portfolio
theory, I received the von Neumann Theory Prize
from TIMS/ORSA (The Institute of Management
Sciences and The Operations Research Society
of America, now combined into one organization
called INFORMS). While the von Neumann prize
had no monetary award, I consider it three
times as good as my Nobel Prize since it recognizes
three of my accomplishments, namely, portfolio
theory; the SIMSCIPT programming language (once
widely used to tell computers how to simulate
manufacturing, transportation, computer systems,
and war games; and, most relevant here, sparse
matrix techniques. “Sparse matrix” is
the way I characterized huge sets of equations
whose coefficients are mostly zeros. Sparse
matrix techniques are now part of any production
code for solving large systems of equations.
Great progress has been made in this area since
I published in the 1950s, but the Markowitz-rule
(or a “modified”
Markowitz-rule) is still part of standard codes.
An analogy to the way sparse matrices are solved
is the way a web browser crawls across the
world-wide web looking for matches. The finding
of the indirect exposures of exotic financial
instruments would be an application of sparse
matrix techniques (made slightly interesting
by the presence of non-linearities in the payoffs
of some financial instruments). Step (2) above
is not trivial, but it’s no big deal
either given modern algorithms, computers and
mathematicians that make exciting advances
to related techniques every year.
Every reader who has queried large databases
with modern facilities knows that Point (3)
is literally business as usual.
As to Point (4), clearly stockholders, counterparties,
regulators and invited merger partners have
a right as well as need to know risk exposures
of a firm. Academicians perhaps can do with
aggregates, or use databases confidentially,
and may contribute to an understanding of how
not to get into this mess again.
I don’t imagine that too many readers will object to the cost or
doubt the importance of the above proposal. One possible objection is that
its results will not be available in a timely fashion. Even if the census
specified in (1) is conducted, and the mathematicians, clerks, economists
and computers required by steps (2) and (3) are assembled on a crash basis,
the results in (4) will not be available for twelve to eighteen months.
Since the agony of such a wait is unbearable, we should not pursue the
proposal.
But the bursting of the Japanese real estate bubble and
the sluggish Japanese economy in the decade that followed showed that it is
not sufficient to cover over and ignore structural problems. The structural
problem with Japan consisted of “zombies,” firms that were in fact
bankrupt but Japanese banks refused to recognize them as such on their books.
Our own structural problem is that we have “700 billion dollars worth” (more
or less) of paper whose value nobody understands. No matter what laws are passed
and where these pieces of paper get moved, we will still have this same problem
twelve to eighteen months from now. We cannot reasonably expect that we will
have the opportunity to sell these securities until we have assigned a value
to them. Once we have done so, we will have a marketable security that will
carry a value, a risk measure and an expected return. The opacity of the instruments
as they stand today prevents this important exercise that will initiate the
sale of these securities.
A second objection might go like this, “You, Harry
Markowitz, brought math into the investment process with your 1952 article
and 1959 book. It is fancy math that brought on this crisis. What makes you
think now that you can solve it?” This objection fails to distinguish
between my contribution, portfolio theory, and a later development, financial
engineering. A typical application of portfolio theory chooses a portfolio
similar to a 60-40 or 70-30 or even 80-20 mixture of stocks and bonds, but
more sophisticated, combining more asset classes in a way that minimizes risk
for a given level of return on the average. Financial engineers create new
financial instruments from old. This can be a good thing—not all financial
engineering is always bad—but the layers of financially engineered products
of recent years, combined with high levels of leverage, have proved to be too
much of a good thing.
Neither my own portfolio, nor those which my clients supervise
or advise nor, to my knowledge, any of the large institutional investors (e.g.,
pension funds) who apply portfolio theory in a generally accepted manner, have
suffered excessively from the crisis of the last thirteen months. Most have
lost of course. It is part of a risk-return view of portfolio selection that
if you want more return on average, and you proceed efficiently, you will have
to accept greater fluctuations in the short run.
The current financial crisis is certainly a danger to the
economy generally. An important component of the financial crisis is the obscurity
of billions of dollars of financial instruments. The U.S. crisis could last
as long as Japan’s if we don’t solve the structural problem posed
by this lack of transparency. I hope that my argument persuades you, and the
powers-that-be, that it is worth a careful look. Of course, the twelve to eighteen
month estimate is from the time that the project begins, not from the time
discussions begin. If it takes eighteen months for “them” to start
implementation, it might be three years before the results projected in (4)
become available.
Just as with all securities, the fundamental exercise of
the analysis and understanding of the trade-off between risk and return has
no shortcuts. Arbitrarily assigning expected returns absent an understanding
of the risks of the securities is precisely how the economy arrived at this
point. We cannot shortcut this important process. The valuation process will
take as long as it takes, but it is the primary step toward effectively utilizing
the very controversial bailout and avoid the structural problem of a stagnant
economy.
- Harry M. Markowitz
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