What has been the most single exciting province of applied
economics these last dozen years? Auction engineering,
probably. What developments in finance were to the '60s and
'70s, auction theory was to the late '70s and '80s. And when
the '90s came along, economists were ready.
It wasn't just the nations of the former Soviet Union and
its Eastern European satellites that needed to sell off state-owned
assets. The tendency to perestroika,
privatization and deregulation was world-wide.
In the industrial democracies, new technology was rendering
obsolete the old regulatory apparatus, in which rights were
distributed free to applicants deemed deserving and trustworthy.
In 1982, the demand for cellular phone licenses overwhelmed
the system. A lottery was adopted, creating a scramble among
well-heeled speculators as unjust as it was wasteful. At one
point, a group of Cape Cod dentists entered the competition
for the right to operate a local cellular telephone business.
They won, and promptly sold their license to a real telephone
company for $41 million. Government clearly was leaving far
too much money on the table.
So in 1994, the Federal Communications Commission hired Stanford
University's Paul Milgrom and Robert Wilson to design an auction
to sell off rights to a portion of the electromagnetic spectrum
in the United States. After 47 rounds of electronic bidding
on untested software over five days, the procedure was deemed
a remarkable success -- ten licenses for paging services, a
sliver of the spectrum, sold for $617 million. The auction
set an international standard for the sale of publicly-owned
resources.
The FCC is currently preparing to sell 1,100 wireless spectrum
licenses at auction in August. The state of Illinois plans
to buy a couple of years' worth of spare electricity for its
two biggest utilities at a falling-price (or "clock") auction
in September. The European carbon-trading system is on the
verge of collapse, but carbon dioxide emission auctions are
in the works to save it. Real estate; mineral and resources
rights; going businesses; seats on airplanes; the services
of newly-graduated medical interns; and, of course, all manner
of goods on eBay, are routinely sold at auction.
Such transactions have become so common that it is difficult
to remember that just a dozen years ago, until the first big
FCC auction demonstrated that they could be made to work for
governments, they were rare.
An abundant literature has grown up to describe these developments.
Reed Hundt was the FCC chairman who set in motion the spectrum
auctions; his You
Say You Want a Revolution: a Story of Information Age Politics
affords an account of the politics of the decade during which
the Internet rolled out. John McMillan was the expert the
FCC hired as a consultant; Reinventing
the Bazaar: a Natural History of Markets is the best general
overview of the world-wide turn to markets. Paul Klemperer,
architect of a major British spectrum auction, has written
a non-technical
bookon auction design, and Vijay Krishna, an introductory
text. Robert Hall's Digital
Dealing: How e-Markets Are Transforming the Economy is
a primer for those seeking to understand the new deal engines,
from eBay to Orbitz to Nasdaq.
But for a certain kind of reader, none is better than Paul
Milgrom's Putting
Auction Theory to Work. Seven of its eight chapters consist
of formal exposition of auction theory. But Milgrom's first
chapter, and the foreward to the book by Evan Kwerel, can
be read with interest by anyone curious to understand how
revolutions in public policy come about.
A willingness to act swiftly on spectrum auctions was one
of the initiatives that Bill Clinton brought with him to office.
(Vice President Al Gore arranged the appointment of his high
school friend Hundt to the FCC.) Congress authorized the practice
in August 1993, requiring that the first auction be held within
a year. It was Kwerel who, as head of the FCC's Office of
Plans and Policy, was assigned the task.
An MIT PhD, Kwerel had been an enthusiast of auction schemes
since he joined the staff in 1983. Milgrom and Wilson (professors
working as consultants to Pacific Bell) and Preston McAfee
(working for AirTouch), had changed Kwerel's thinking about
the possibilities for running an ascending-bid auction in
multiple stages. Such a mechanism would raise the greatest
possible amount of money from those who would operate the
broadcasting businesses, without stimulating the exuberant
tendency to pay too much that produces "winner's curse."
But could a complex system be created in the short period
of time specified by Congress? Once begun, would the reiterative
process specified by the rules ever end? The safe alternatives
available to the FCC were the familiar practices of open-outcry
auction or sealed bids. But neither mechanism offered anything
like the new high-tech system for eliciting information from
bidders on the highly interdependent values of spectrum goods,
or reducing bidders' opportunities to game the system. And
whatever mechanism was adopted would become the standard for
future auctions.
Kwerel describes the intense effort that went into the project:
Karen Wrege, the veteran manager recruited from the Resolution
Trust Corporation (where she had been selling off the assets
of bankrupt savings and loan associations), who found
a way to visualize the auction, thereby convincing Hundt that
it would really work; the Caltech team (led by experimentalist
Charlie Plott) hired to torture test the auction software,
which offered students fat prizes to find the bugs; the complete
system failure that occurred the night before Auction #3,
and the steely courage required to bring it back to life;
the race to complete the auction before the ballroom of Washington's
Shoreham hotel had to be turned over to a wedding party.
For his part, Milgrom concentrates on laying out the basic
concepts necessary for understanding an auction for a complicated
wireless market -- substitutes and complements, ascending and
descending auctions, second price and highest-rejected-bid
rules. He gives special attention to the cautionary tale of
New Zealand's pioneering radio spectrum rights auction in
1990, which ended in embarrassment.
Following its consultant's advice, the New Zedders adopted
a second-price sealed bid auction, adopting a mechanism originally
proposed by Columbia University professor William Vickrey
in 1961 to discourage the "shading" (or low-balling) of bids.
In a Vickrey auction, the highest bidder get the prize, but
pays a price equal only to the second-highest bid in the auction
-- a rule designed to simplify strategic considerations among
the bidders, each of whom will bid the highest price they
are willing to pay, without having to be present physically
or guess others' behavior. (An especially lucid explanation
of how this honesty-is-the-best-policy rule is supposed to
work can be found here.)
But the rules New Zealand adopted overlooked completely that
matter of interdependence, Milgrom notes -- the issue of whether
some licenses might be substitutes for one another and others
be complements (that is, more valuable when owned in combination.
That introduced an element of pervasive uncertainty and myriad
opportunities for low-ball strategies, for shying away from
some licenses and overbidding on others. The result was anything
but efficient. The auction had been expected to raise around
NZ$250 million. Instead it netted NZ$36 million. One firm
bid NZ$100,000 for a license, and paid the second-highest
price of only NZ$6.
Milgrom's design for the FCC auction improved on the New
Zealand mechanism in a number of ways, mostly by improving
transparency. He established eligibility and activity rules.
He mandated that all licenses be sold at once, in a single
open ascending auction, such that bidders could place bids
on any and track bids on all. Sound complicated? It
was. But when it was finished, the world had a new electronic
auction system, capable of apparently endless refinement and
variation.
Such was the excitement that, a year later, the auction
community persuaded the Swedish Academy of Sciences to recognize
William Vickrey's original achievement (and some related work
on asymmetric information by James Mirrlees) with a Nobel
Prize. (The 82-year-old Vickrey died of a heart attack before
he could accept the award; Jean-Jacques Laffont gave the Nobel
lecture in his stead.)
When Milgrom's book appeared two years ago, the Institute
for Advanced Study's Eric Maskin, a leading auction theorist
himself, wrote in the Journal of Economic Literature, "By
any standard measure, auction theory has been an enormous
success. Even after 25 years of intensive work, the
literature continues to grow at a prodigious, even accelerating
pace; it has spawned much empirical and experimental work;
its tentacles have spread into other disciplines [computer
science, in particular, where the focus is on computational
issues]; and auction theorists has been influential in the
design of mechanisms for the privatization of public assets
(such as spectrum band) and for the allocation of electricity
and other goods (they have also served as consultants to the
bidders in those mechanism)."
Milgrom had played a starring role, wrote Maskin. The book
had been eagerly awaited ever since 1995, when it was first
presented in a series of lectures. It did not disappoint.
It was Milgrom's master-class, a demonstration of the fundamental
unity of auction theory and an exhibition of its beauty. Hen
added, "Economists, being a hard-boiled lot, sometimes deny
that esthetics have anything to do with what they are up to.
But this sentiment belies the fact that the most important
economic ideas, e.g. the first welfare theorem of competitive
theory or the principle of comparative advantage, are things
of real beauty."
In fact, Maskin continued, "...some of Milgrom's observations
about auctions in practice are a good deal less compelling
that the book's theoretical results. But this contrast is
not primarily his fault. In spite of all that it has accomplished,
auction theory still has not developed far enough to be directly
applicable to situations as complex as, say, the spectrum
auctions." Giving advice on auctions, according to Maskin,
"is far less a science than an art. And the essence of
an art is far harder than a science to convey convincingly
in writing."
Which makes it, of course, an even more interesting story!