zalacznik_Formaty aukcji i przyklady ich zastosowania na

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zalacznik_Formaty aukcji i przyklady ich zastosowania na
Załącznik do stanowiska: „Uwagi P4 Sp. z o.o. do projektu
rozporządzenia w sprawie przetargu, aukcji oraz konkursu na
rezerwację częstotliwości lub zasobów orbitralnych (projekt z dnia 15
lutego 2013 r.) („Rozporządzenie”)”
Annex: Best Practice auction design - Case studies
1.
Spectrum auctions need not necessarily be complex, but their detailed design
is always important. Even small changes in auction rules can significantly
affect outcomes, benefiting some parties at the expense of others and
potentially lead to inefficient outcomes. Getting the design right is
therefore crucial for achieving the underlying policy objectives.
2.
However, there is no single design that is unambiguously best. The right
format depends on the frequencies that are on offer, their candidate uses,
market conditions and policy objectives. It is also important to
understand that there is a close interrelationship between the way in
which the available spectrum is packaged into lots, and the best auction
format. Dividing up the spectrum into small lots can be great for
efficiency. It allows bidders to assemble the frequencies that meet their
specific needs. This means that different types of bidders, using different
technologies and pursuing different business models, can compete on a
level playing field. However, this only works if the auction format does
not expose them to severe aggregation risks – the fear of ending up with
only a subset of the lots that a bidder needs in order to run a viable
business. This shows that there is a host of factors that need to be taken
into account when designing a particular auction. As they may differ from
award to award it is essential for UKE (as any other regulator) to remain
flexible in terms of choice of format it wants to adopt for any one award.
There is no one size fits all in auction design.
3.
A number of different formats have been used for spectrum auctions in
the past. Most auctions are conducted as either a single-round sealed bid
process or a simultaneous ascending-bid process.
4.
In a sealed-bid process, bidders submit one or more bids in a single
round. The auctioneer then determines winners and prices based on the
bids received. Simple sealed bids where a single item is going to the
highest bidder are a typical example, and the format extends easily to
cases where there are multiple lots but each bidder can win only one.
However, allowing bidders to assemble different lots makes matters more
complex, and we will discuss the sealed-bid combinatorial auction as an
example of a sealed-bid process that might be used in this case. This
format consists of a single round of bidding in which bidders can make
bids for any combination of lots subject to underlying spectrum caps and
relevant reserve prices. This format was implemented for the Nigerian
FWA auction, the UK 412-414MHz/422-424MHz auction, the Irish 26GHz
band auction and the Portuguese 3.4-3.8GHz band auction.
5.
In open ascending-bid processes bidding is organised in rounds. In each
round, bidders can bid on one or more items simultaneously, and prices
for items where demand from bidders exceeds supply continue to rise.
Bidding closes when certain pre-defined criteria are met (and sometimes
the auctioneer may have the right to call a ‘final round’). Two auction
formats are prevalent in this category:
• The simultaneous multi-round ascending (SMRA) auction and its
variants. The 'standard SMRA' was first developed and used by the
US FCC and subsequently adopted by many other regulators. Bidders
submit multiple bids in each round for individual lots and can shift
their demand between lots over successive rounds, subject to certain
activity rules. This format was used recently for a number of spectrum
awards in Hong Kong (e.g. the 2.6GHz award in 2009), in Germany
(2010), Belgium (2011) and Spain (2011), amongst others. A variant of
the SMRA that has become popular with Scandinavian regulators is
the ‘SMRA with augmented switching’. This format was used by
Norway (2008), Sweden (2008) and Finland (2009) for their 2.6GHz
awards. The format allows bidders greater flexibility to switch across
substitutable lots than the standard SMRA, thus reducing
fragmentation risks for bidders seeking contiguous spectrum.
• The ‘combinatorial clock auction’ (CCA). This format provides a
practical design for package bidding with either specific or generic
lots over multiple rounds. The CCA, developed by Ofcom, the UK
regulator, for the UK 10-40GHz, L-band and 2.6GHz awards eliminates
aggregation risks for bidders. There seems to be a trend away from
the standard SMRA auction format in Europe. Many European
regulators have adopted the CCA for recent awards in the 800MHz
and 2.6GHz bands (e.g. Dutch 2.6GHz auction (2010) and 800MHz
auction (2012), Danish 2.6GHz auction (2010) and 800MHz auction
(2012), Austrian 2.6GHz auction (2010), Irish 800MHz, 900MHz,
1.8GHz and 2.1GHz auction (2012) and the UK 800MHz and 2.6GHz
auction (2013).
6.
Another format that has occasionally been used in spectrum awards (e.g.
in the 2005 GSM auction in Trinidad and Tobago, or – in modified form –
in the recent Indian 3G and BWA auctions) is the simple clock auction. As
in the CCA, bidding takes place over a number of clock rounds but is not
followed by a supplementary round, and bidders simply pay the clock
prices at the end of the auction. However, this format is more prevalent in
other contexts such as the sale of permits in the context of emission
trading schemes.
7.
Although there are package-bid SMRA designs (such as the SMRA with
hierarchical packages, used in the US 700MHz auction), these have not
been widely implemented for spectrum auctions and are likely to be
unduly complex to implement. We therefore do not consider these
alternatives.
8.
In the following subsections, we describe the most prevalent formats in
more detail, highlighting the key rules that are needed to make them work
(although their concrete implementation may vary) and identifying their
relative merits.
A.1 Simultaneous ascending-bid auction formats
A.1.1 Standard SMRA
9.
This is the most common and widely used version of the SMRA, pioneered
by the US FCC in the 1990s. The Bundesnetzagentur, the German
regulator, used this format to award spectrum in the 800MHz, 1.8GHz,
2.1GHz and 2.6GHz band in 2010, and it was also used recently in Spain
(multi-band award) and Belgium (3G and 2.6GHz awards).
Mechanics of the auction
10.
As with all SMRA formats, the standard SMRA takes place over multiple
rounds, with a number of lots sold simultaneously and the auction closing
on all lots simultaneously when there is no new bid activity (i.e. when no
new bids are received and no waivers are played). In an SMRA auction,
bidders bid for frequency blocks, each of which we call a lot. The auction
consists of a number of rounds. Bidders may submit a bid in each round.
Bidders are allowed to bid for as many lots as they wish, subject to any
caps on their bidding defined before the commencement of the auction,
and subject to activity rules that provide incentives for bidders to reveal
their demand in order to aide price discovery.
11.
When a round is scheduled, the auctioneer announces a price for each
specific lot. This can be a fixed amount, a menu of bid amount options or
a minimum amount. In the case of fixed amounts, bidders then specify
whether they wish to place a bid for a lot at the specified bid amount.
Otherwise they select the bid amount they would like to bid from the
menu or set the bid amount freely subject to the current minimum
amount.
12.
At the end of the round, the highest bid on each lot (submitted in that or
any previous round) becomes the standing high bid on the lot (a tiebreaking rule is applied where there is more than one bid at the highest
bid amount), and the bidder that submitted this bid is declared the
‘standing high bidder’ on that lot.
13.
In the following rounds, prices are increased only on the specific lots that
received at least one new bid in the previous round. Standing high
bidders may be out-bid by other bidders submitting higher bids. Bidders
may also be allowed (depending on the auction rules) to withdraw their
standing high bids if they wish to switch their demand to a different lot.
There are usually tight limits on the number of withdrawals allowed and
often also financial penalties if a withdrawal then leads to a lot not being
sold. Allowing for the withdrawal of bids mitigates aggregation risks and
the risk of a fragmented outcome (if specific lots are used). However,
allowing bidders to withdraw bids might also allow for strategic bidding
that may distort the auction outcome. In order to provide flexibility to
bidders and also discourage collusive behaviour, withdrawals can be
permitted subject to penalties, or limited to a specified number of
withdrawals allowed per bidder.
14.
A standard eligibility-points based activity rule is normally used to
determine the bidding rights for participants during the course of the
auction. The rule essentially ensures that bidders cannot increase demand
as prices rise. Such behaviour would be in violation of standard economic
theory, and allowing bidders to ‘hide’ their demand would undermine the
effectiveness of open multi-round formats in assisting price discovery, but
in order to provide some flexibility the activity rule often includes stagedactivity requirements to control the pace of the auction and to allow
bidders to remain flexible at the start of the auction.
15.
In order for a round to constitute the last round of the auction, the activity
requirement must be at 100% and the round must close with no new bids
being placed, no withdrawals being made for any lots and no waivers
being submitted.
16.
When the auction ends, each lot is awarded to the bidder that holds the
standing high bid on the lot at the price of its standing high bid.
Advantages and disadvantages of the SMRA auction format
17.
The SMRA auction format has a number of positive qualities:
• In its basic form, this auction format is relatively simple, although it
can become more complicated by the introduction of withdrawals
and a staged activity requirement.
• Introducing a staged activity requirement allows bidders the flexibility
to hold back a proportion of demand and corresponding expenditure
until after a certain amount of information regarding prices is
revealed.
• As bidders are only liable for lots on which they are standing high
bidder at any given time and can only become liable for further lots
where they place new bids, there is a high degree of clarity and
certainty as to the level of expenditure committed by the bidder at all
times during the auction. Together with simplicity, this feature may
encourage the participation of interested parties that might be
deterred as a result of fixed budgets or limited resources to devote to
a bidding strategy.
18.
However, the standard SMRA format has a number of quite significant
drawbacks:
• The greatest problem associated with SMRA auctions is that this
auction format is poorly suited to deal with aggregation risks when
spectrum is offered in smaller blocks. In a standard SMRA auction,
bidders bidding on a combination of lots may be exposed to the risk
of ending up being the standing high bidder for some but not all of
the lots on which they wished to win. In this case, bidders may be
‘stranded’ on a subset of the combination of lots they wanted. A predefined packaging approach may mitigate this as bidders do not run
the risk of ending up on only part of the frequencies they need.
However, if these larger lots are not consistent with bidders’ demand
profiles and are thus predefined incorrectly, an efficient outcome
cannot be achieved.
• Aggregation risks may be somewhat mitigated by introducing the
possibility of withdrawing bids. However, unless penalties are
applied, allowing withdrawal of bids may create incentives for
strategic bidding and subsequent withdrawal. Conversely, where
penalties on withdrawals are applied, bidders may still be subject to a
cost for withdrawing bids from unwanted lots.
• There is a risk of lots inefficiently going unsold following withdrawal
of bids by standing high bidders. For example, a bidder might
withdraw a standing high bid at a point in the auction when all other
bidders that might want the lot have already lost their eligibility to bid
for that lot.
• Where bidders have an interest in specific lots, this can facilitate a
collusive outcome where these operators do not bid on one another’s
currently held lots and vice versa. A typical SMRA has a high degree
of transparency and it is very easy to formulate gaming strategies
aimed at reducing competition and trying to establish tacitly collusive
arrangements. SMRAs in both the US and Canada with regional
licence structures have been plagued by this problem. It is possible
to limit transparency to reduce this problem (e.g. by not revealing the
identity of the standing high bidders), but this makes the problem of
aggregation risks worse as bidders have less information to assess the
chances of being stranded as the highest bidder.
19.
Aggregation risks can be addressed in an SMRA by following a predefined packaging approach. Under this approach, bands are split into
larger blocks of spectrum. This, however, predetermines the outcome and
if the efficient allocation is actually different to the pre-determined split,
the outcome will be inefficient.
Case study 1: The European 3G auctions
20.
The standard SMRA was the format of choice for the wave of 3G auctions
in Europe in the 2000s. In these auctions, bidders were normally only
allowed to bid on a single lot, so there were no aggregation risks. Under
these circumstances, the SMRA generally performed well (although in the
case of Switzerland, for example, bidders realised that they would benefit
from avoiding competition, which lead to a process of consolidation that
eventually meant that the auction ended after a single round with lots
going at reserve price).
21.
In the UK, five licences were to be awarded with one being reserved for an
entrant. This created significant interest from new players leading to
strong competition in the award. In contrast, in the Netherlands no
spectrum was reserved for an entrant. This meant that new players did
not see themselves winning spectrum in the auction, so they signed deals
with existing operators to use their networks instead. This meant that only
the five incumbents and one weak new entrant competed for the five
licences. In this situation, it might have been preferable not to disclose
the number of participants in the auction and provide no information
about aggregate demand during the bidding rounds.1
22.
In Germany, a more flexible approach was adopted, in which bidders
could bid for multiple paired 5MHz blocks (subject to certain caps). This
meant that the number of operators was determined endogenously. The
auction produced six winners – but two of them with unviable business
cases, leading to the spectrum being returned and re-auctioned in 2010.
A.1.2 SMRA with augmented switching
23.
This is a variation of the SMRA that aims to reduce fragmentation risks
when specific lots are sold. This auction format has been pioneered in
Norway and Sweden. As with the standard SMRA, bidding takes place
over multiple rounds, with all lots sold simultaneously and the auction
closing on all lots simultaneously when there is no new bidder activity.
24.
This auction format would use the same eligibility points-based activity
rule as described for the standard format. However, because of the much
1
For more information about the European 3G auctions, see Klemperer, 2001, "How (not) to run
auctions: The European 3G telecom auctions", available online at:
http://economics.ouls.ox.ac.uk/11928/1/hownot.pdf.
greater importance of switching, more care needs to be given to the
setting the eligibility point weights than for a simple SMRA.
Mechanics of the auction
25.
In the first round, bidders place an initial set of bids on lots. The activity
of each bidder in the first round is equal to the sum of the eligibility points
associated to the lots on which the bidder bids in the first round, and
cannot exceed the bidder’s initial eligibility.
26.
At the end of each round, each bid is ranked according to its value. Bids
of equal value are given a ranking order by the tie-breaking method. The
bid ranked first is designated the standing high bid on the lot, and the
bidder who submitted the bid is the standing high bidder on the lot.
27.
Standing high bids can be withdrawn (subject to the activity rules
described below) provided they are switched to bids on other lots. In the
case that the standing high bidder on a lot withdraws its standing high bid
in a round, and no new or raised bids are received for that lot in the same
round, the bid previously ranked second will become the standing high
bid, and the bidder who submitted that bid will become the standing high
bidder.2 This means that bids on lots that are not the standing high bid in
any given round can become the standing high bid in the further course
of the auction if all bidders with higher bids on the lot switch their bids to
other lots. In this case, the bid is said to have become re-activated.
28.
Because any bid made during the auction can effectively be reactivated
(unless it has been withdrawn), bidders are committed to all their bids
made throughout the auction, regardless of whether they are standing
high bidder. At the end of the auction, bidders will only win the lots on
which they are standing high bidder. However, they may become the
standing high bidder as a result of withdrawals by other bidders.
29.
The activity of each bidder in the first round will determine the number of
committed bids and the level of eligibility associated with these
committed bids.
30.
In subsequent rounds, bidders can maintain, raise or switch their bids
during the auction in accordance with the activity rules. Bidders can
potentially change their set of bids in each round. However, the activity
rules ensure that the eligibility points associated with the set of bids of
each bidder remains constant throughout the auction.
31.
The level of activity in each round after the first is calculated as:
2
If no other bids had been made previously on a lot on which a standing high bid is withdrawn, the
lot reverts to the auctioneer.
• the eligibility associated with lots on which the bidder is raising a bid;
plus
• the eligibility associated with lots on which the bidder is leaving a
standing high bid unchanged; plus
• the eligibility associated with lots on which the bidder is placing a
new bid; minus
• the eligibility associated with lots from which the bidder is
withdrawing an existing bid (in order to switch it to a lot on which it
does not hold a bid).
32.
In any round after the first, the following activity rules apply:
• the eligibility of the bidder is calculated as its activity in the previous
round plus the eligibility associated with lots for which the bidder’s
bids have been reactivated (and become the standing high bid) due
to withdrawals by other bidders;3
• the activity of the bidder cannot exceed its eligibility in that round;
and
• the eligibility associated with lots from which the bidder is
withdrawing bids must be exactly equal to the eligibility associated to
lots on which the bidder places new bids.
33.
The auction may only close when there is no bidding activity (i.e. no bids
are raised or switched) and no waivers are used. The auctioneer may also
bring the auction to an end by calling a last and final round, during which
bidders can submit their final bids. As with the standard SMRA, when the
auction closes, each lot is assigned to the highest bidder, at the amount of
their final bid for that lot.
Advantages and disadvantages of the SMRA format with augmented
switching
34.
3
Relative to the standard SMRA, the augmented switching format reduces
fragmentation risks for bidders (especially if compared with a standard
SMRA with no withdrawals). Allowing bidders to switch all their bids
without any associated penalties allows them to move their full sets of
bids in order to target contiguous spectrum more effectively. This means
that where bidders want a number of lots in a contiguous frequency block,
The rules may include a provision for a minimum level of eligibility to which the eligibility of a
bidder is increased if bids are reactivated in order to ensure that a bidder who had lost eligibility
before having one or more of their bids reactivated has enough eligibility to bid for sufficiently
large combinations of lots to win usable spectrum.
they can switch around in response to price differences and pursue
substitution strategies.
35.
However, SMRA format with augmented switching has many of the
original problems of the traditional SMRA and some additional ones as
well. The main shortcomings of this auction format are as follows:
• The bidding process is complex. The switching rules associated with
this format are complex and not very intuitive. In particular, when
bidders are at a stage where they have dropped eligibility relative to
their initial eligibility, it may be difficult for bidders to understand the
limitations on what bids they can switch and what bids they can raise.
Bidding in an auction with an SMRA format with augmented
switching becomes particularly difficult when bidders can bid on a
large number of lots, and when lots have different numbers of
eligibility points associated with them, as there are numerous
combinations of withdrawals and bids but only a few options conform
with the auction rules.
•
It is difficult for bidders to bid within their budget constraints. As all
bids may be re-activated at any time during the auction due to
withdrawals submitted by other bidders, it is difficult for bidders to
contract demand in response to price increases in a manner that
truly reflects their budget constraints. This is illustrated in the
following example:
Suppose two lots are being auctioned, A and B and that a bidder may be willing
to bid 16 for winning both lots A and B, and 10 for winning a single lot (either A
or B), with a budget constraint of 16. Straightforward bidding would allow such
a bidder to bid for two lots until the price of a lot exceeded 8, at which point it
would reduce demand to one lot, and cease bidding on any lots once the price
per lot exceeded 10. Now consider the SMRA format with augmented switching.
Assume that the bid amounts for A and B have reached 8, and that the bidder
has raised its bids up to this amount. In subsequent rounds, the bidder will need
to reduce its demand, as bidding for both A and B would not be within the
bidder’s budget. Suppose that the bidder then raises its bid for A alone, and
that bid amounts for both lots go up to 10. The bidder is willing to acquire lot A
at this price, which also is within its budget constraint. However, if in the
following round the bidder’s bid for B is re-activated, then the bidder is liable for
a total amount of 18 (10 from its bid for lot A plus 8 from its bid for lot B). In
this case, the bidder would be over its budget constraint. If bidders have flexible
budget constraints, they may be prepared to risk such situations. However,
bidders with fixed budget constraints may have to drop out at an earlier stage in
order to ensure that it does not end up in such a position. In the example
discussed, the bidder would have had to drop out from the auction when the
bid amounts reached 8 for each lot, even though the bidder had a valuation of
10 for one of those lots alone.
• The SMRA with augmented switching has been proposed on many
occasions for awards where bidders might be exposed to the risk of
undesirable assignment outcomes. However, while the risk of
fragmentation is mitigated with this variant of the SMRA format, it is
not removed altogether.
• The aggregation risks are just as much of a problem as with the
standard SMRA. There is still a danger that at the end of the auction,
a bidder is left with some, but not all, of its target lots and is unable to
exit cleanly.
36.
Overall, although the SMRA with augmented switching has desirable
features and may effectively help to mitigate bidder fragmentation risks,
we do not consider this to be the best way to address such risks within an
SMRA format. It does not get the heart of the problem with the SMRA:
that there are standing high bidders until such time as they are overbid by
someone else and that this creates aggregation risk. The risk of inefficient
fragmentation may better be addressed by offering generic lots which are
then assigned either by operator agreement (with regulatory intervention
as a back-stop, as in the case of the German multi-band auction), or
through a separate bidding stage for specific frequency positions subject
to allowing only contiguous assignments.
Case study 2: Small details matter - The Finnish 2.6GHz auction (2009)
37.
For the award of 2.6GHz spectrum, FICORA had chosen simply to borrow
the format and rules previously used by PTS for the 2008 Swedish 2.5GHz
auction. The rules as initially drafted, contained some small, but
significant, omissions. These were fixed in the case of the Swedish
auction. FICORA, on the other hand, decided that it was not important to
address these omissions.
38.
The rules governing price increases in each round were drafted such that
the price of a lot would be set to the level of the standing high bid plus a
bid increment. Hence, if a standing high bid is cancelled and a lower
priced bid is promoted to standing high bid, the new bid increment would
be based on the new standing high bid, not the previous one. This means
that prices for lots can drop in the auction.
39.
The rules allowed a bidder to cancel a bid on a lot and then return to the
same lot later, potentially at a much lower price. This means the auction
can end up in an infinite cycle in which bidders bid on certain lots, then
cancel their bids on these lots and bid on other lots and then bid back on
the initial lots when their price has decreased to reserve. Not
unexpectedly, the auction finished with prices for 2.6GHz paired spectrum
close to reserve. The Finnish auction (2009) achieved a price per MHz per
population of € 0.003 which is much lower than the €0.159 achieved with
the "fixed" version of the auction format in Sweden (2008).4
A.1.3 Combinatorial clock auction
40.
The combinatorial clock auction (CCA) is a practical package bidding
format, pioneered by Ofcom in the United Kingdom. It is an adaptation of
the clock auction format combining the multiple-round process typical for
a clock auction, where a bidder effectively makes a package bid in each
round, with a supplementary round in which bidders can to express their
valuations for an arbitrarily wide range of packages.
41.
The CCA format is very flexible and can be adapted to cope with any
situation where bidders face varying aggregation risks relating to lots
either within or across bands. With the introduction of package bidding,
this format is best suited in combination with a flexible packaging
approach as bidders will be guaranteed to win their full packages at a
price at or below their bid for this package.
42.
The auction itself would consist of two stages, namely a principal stage
and an assignment stage.
43.
In the principal stage there are two phases of bidding, which determine
the identity of the winning bidders and the number of generic lots
awarded to each bidder in each category:
• Primary rounds. The first phase consists of primary rounds, which
follow a clock auction format. Bidders make a single bid each round
for a package of lots across the various categories in response to a set
of prices (one for each category) set by the auctioneer. The primary
bid rounds continue until there is no excess demand in any category.
• Supplementary round. This is a single round sealed bid process, in
which bidders have the opportunity to make multiple, mutually
exclusive bids for packages of lots across categories, subject to
constraints created by their primary bids. Once the round is
completed, the auctioneer identifies the highest value combination of
bids that can be accommodated and prices for each winning bid.
44.
4
The assignment stage determines the actual frequencies in the various
bands and at the potentially different times that are assigned to the
winning bidders from the principal stage. Bidders participate in parallel
See Richard Marsden, Eimear Sexton and Arisa Siong, June 2010, ‘Fixed or flexible? – A survey of
2.6GHz awards’, DotEcon discussion paper 10/01, available online at:
http://www.dotecon.com/assets/images/dp1001.pdf.
sealed bid auctions, one each for each category, and can make
‘assignment bids’ for particular ranges of frequencies compatible with the
number of lots that they won in the principal stage. The auctioneer then
identifies the highest value combination of bids that can be
accommodated. The final price to be paid by each winner is the sum of
the base price and any additional prices from the assignment stage.
Mechanics
45.
The primary rounds follow a ‘clock auction’ format. In the first primary
round, the auctioneer sets a price for each category of lot. The bidder
then states its demand for each category of lot based on these prices
(subject, where applicable, to bidding constraints).
46.
If there is excess demand for any category of lot, the auctioneer will
schedule another round. For this round, the price set by the auctioneer
for categories of lots that had excess demand in the previous round will
be increased for the scheduled round in line with some pricing rule set out
before the commencement of the auction. The price set by the auctioneer
for categories of lots that did not have excess demand in the previous
round will generally be unchanged for the scheduled round.
47.
A standard eligibility-points based activity rule is used to determine the
bidding rights for participants during the course of the primary rounds.
Such an activity rule allows bidders to switch demand between different
categories during the course of the primary rounds.
48.
During the scheduled round, bidders state their demand for each category
of lot based on these new round prices. This process continues until there
is a round during which the aggregate demand for each category of lot
can be met by the number of lots in that category. When the primary bid
rounds end, the auction will progress to the supplementary round.
49.
The supplementary round is a one-off further round of bidding following
the primary bid rounds which provides an opportunity for bidders to:
• express their full value for the package that they were bidding on at
the end of the primary bid rounds; and
• to bid for packages of lots that they were eligible to bid for in the
primary bid rounds but that they did not bid for.
This allows bidders to place multiple bids that they did not have the
opportunity to place during the primary rounds. Also, they may not have
reached their full valuation for their most preferred package in the primary
rounds given round prices, and there may be other packages that they
have a lower value for but would still like to win at certain prices. Bids in
this round are subject to constraints; bids will be subject to a minimum
and in some cases a maximum based on the bidder’s primary bids. These
constraints depend on the specific rules of the auction (which are quite
complex and not explained here). The intention of the constraints is to
provide incentives for truthful bidding throughout the auction.
50.
At the end of the supplementary round, winners and prices are
determined. Bids considered include all bids submitted in the primary bid
rounds and all valid bids submitted in the supplementary round. The
combination of bids (at most one from each bidder) with maximum value
that fits into the available supply is selected as the winning combination.
51.
The next step is to determine prices to be paid by winning bids. The
details of the pricing rule for CCAs to date are somewhat complex, but the
basic principle is that the price paid is determined by opportunity costs,
not by what bidders actually bid.5 These auctions use a generalised
notion of opportunity cost that ensure that each winning bid pays at least
its opportunity cost, but also each and every group of winning bidders
collectively pays at least its opportunity cost. The effect of this rule is that
winning bidders pay not what they bid, but the smallest amount that, if
they had bid that amount instead, they would still have won.6
52.
At the end of the supplementary round, the number of generic lots
assigned to each bidder is determined. However, the actual frequency
blocks corresponding to each lot awarded are assigned to winning
bidders in a follow-up assignment process.
53.
The assignment stage typically consists of a single round where winners
in the auction are presented with the different feasible frequency ranges
they could be awarded given their winnings. This stage provides winners
the opportunity to express their relative preferences (if any) as to which
assignment option they are awarded. Winners can do this by placing a
simple unconstrained bid for one or more of the feasible assignment
options they have been presented with.
54.
After the assignment round closes, the location of winners within the band
is determined by choosing the set of frequency assignments among
winners that maximises the total winning bids. Prices to be paid by
winners are determined using a similar pricing rules as in the principal
stage.
5
For an explanation of the detailed algorithm to find winners and prices in a CCA, see
http://www.dotecon.com/assets/images/dp0701.pdf.
6
This form of pricing rule provides good incentives for bidders to bid close to their true value.
Whilst it is theoretically possible to reduce the amount paid by shading down bids in some cases, in
most practical applications it is very difficult for bidders to assess the implications of bidding less
than their true value for the risk of losing, as they do not know the bids of other bidders. The
incentive to bid close to their true value, together with the winner determination step that optimises
the outcome given the bids received, should lead to an efficient outcome.
Advantages and disadvantages of the CCA
55.
Given that the CCA auction format allows bidders to express demand for
different combinations of lots, and each bid is only considered in its
entirety (i.e. bidders will not be awarded only a subset of the package they
bid for), this format allows bidder to express their full value for lot
packages without facing aggregation risks.
56.
The CCA provides an effective way of dealing with bidder aggregation and
fragmentation risks by allowing for package bidding. As mentioned
above, bidders may be awarded a package they bid for, but not any
subset of that package for which they did not place a bid. Given that
bidders are not exposed to being awarded only a subset of the lots they
bid upon, therefore, they can safely express their full synergy values for
different combinations of lots.
57.
Another advantage of combinatorial auctions is that, provided that
appropriate rules have been designed, package bid auctions may also
support a more complete expression of bidder demand and provide less
opportunity for strategic behaviour. This simplifies bidding, as bidders
can focus on expressing their valuations rather than the implications of
other strategic actions. This increases the likelihood of an efficient
outcome.
58.
The CCA format is very flexible and can be adapted to cope with a
multitude of situations where bidders are competing for different amounts
of spectrum and want to deploy different services and technologies.
59.
Although the format can accommodate either specific or generic lots, its
advantages are clearest in situations where lots are organised into a small
number of categories, with each category containing generic lots that can
be treated as identical for the purposes of the auction:
• With large numbers of lots in different categories, the number of
package options that a bidder may value is likely to be very large.
This creates complexity for bidders and may also cause problems for
auction implementation when the number of possible lot
combinations becomes unmanageable.
• There may be different technologies that bidders could deploy in a
given band and the traditional approach of packaging spectrum into
fixed size lots in anticipation of a particular technology and business
model being used may be inappropriate. The CCA provides a highly
flexible approach in this regard.
• By removing the additional complexity to bidders of placing bids in
order to target specific blocks (particularly when trying to ensure
contiguity of multiple lots), the bidding process becomes easier and
bidders can focus on the size of the package they wish to acquire
during the principal stage, and consider only its feasible assignment
options in the assignment round.
60.
One drawback of the generic approach is that bidders cannot express any
preferences for specific frequencies in their primary and supplementary
bids. Because they can only express their valuation for generic lots,
bidders might find it difficult to assess how much to bid if the difference in
the value of specific lots within each generic lot category is large, because
of the uncertainty about the specific frequencies that they will eventually
win. If this problem is severe, there is the risk of an inefficient allocation.
Therefore, it is important to define lot categories such that lots within
each generic lot category are sufficiently substitutable so that the value
difference across the different conceivable assignments that successful
bidders may obtain are small.
61.
Another drawback of auctions with package bidding, including the case
where there are generic lots and particularly where a second price rule is
employed is that, depending on the number of lots, such package bidding
may introduce complexity for bidders. Under such circumstances, the
outcome, even if efficient, may not be as transparent to bidders and
observers as a standard SMRA, owing to the complexity of the mechanism
used to identify winning bids and prices.
Case study 3: Creating competition - Danish 2.6GHz CCA
62.
Demand reduction is a potential strategy in an SMRA (and a standard
clock auction) to keep prices down. Incentives for demand reduction tend
to be strongest in any multi-round format that uses a pay-your-bid
approach.7 This has a particular impact on bidders who expect that they
will ultimately have to settle for a small number of lots (weaker
incumbents or new entrants) as any attempt to compete for additional
spectrum would ultimately increase the price they pay for the lots they do
win. This will lead to inefficient outcomes where a weaker bidder might
ultimately have been able to acquire additional spectrum, but refrains
from competing for it for fear of having to drop back and pay more than
necessary as a result of having tried.
63.
Demand reduction incentives are much weaker in the case of the standard
CCA, as the price a bidder pays is, in most cases, unaffected by its own
bids. Consequently, weaker bidders can keep bidding for larger packages
7
Engelbrecht-Wiggans and Kahn (1998) and Brusco and Lopomo (2002) have highlighted this
problem in many SMRA formats (see Engelbrecht-Wiggans, R. and Kahn, C.M. (1998), “Multi-Unit
Auctions with Uniform Prices”, Economic Theory, 12, pp.227-258; Brusco, S. and Lopomo, G. (2002),
“Collusion via Signalling in Simultaneous Ascending Bid Auctions with Heterogeneous Objects, With
and Without Complementarities”, Review of Economic Studies, 69, pp.407-436).
until they no longer provide value, as these bids do not affect what they
pay if they later drop back to smaller packages.
64.
The recent Danish 2.6GHz auction provides a good example of how the
CCA may be more effective than the SMRA in protecting awards from the
effects of demand reduction. This award took place one year after a
similar award in neighbouring Sweden and had a similar cast of bidders.
Specifically, in both auctions, the only bidders for paired spectrum were
the four incumbents, with aggregate demand of 16 lots (4 lots of 2x5MHz
each) against 14 lots supply. Sweden used an SMRA format, which ended
with healthy prices after H3G eventually dropped back from 4 to 2 lots.
65.
In Denmark, H3G was again likely to be the marginal bidder. Had
Denmark used an SMRA format, a good strategy for H3G would likely
have been to drop immediately to 2 lots, allowing all bidders to win
spectrum at the reserve price; this would be a sensible approach in the
light of the Swedish outcome. The assumption here is that H3G could
predict with a high degree of certainty that it would be the marginal
bidder, and that therefore its willingness to pay for an additional 4th and
3rd lot would determine the prices for the 1st and 2nd lot they would most
likely end up winning. In these circumstances, they could achieve a much
better outcome by dropping demand immediately rather than bidding up
to their marginal value for the 4th and 3rd lots.
66.
Instead of using an SMRA, Denmark adopted a standard CCA. As a result,
H3G was able to bid up to its maximum willingness to pay for 4 lots, thus
testing out whether it was indeed the marginal bidder, before dropping
back to 2 lots without any price penalty. There was no price penalty
because the price for the package of 2 lots for which H3G eventually
settled was unrelated to its package bids for 4 lots, as it was determined
based on the opportunity cost imposed on other bidders when allocating
these two lots to H3G. This was the reserve price as bidders were allowed
to win at most 4 lots and hence the two lots for which H3G eventually
settled were uncontested by the other bidders. Together, the other
bidders were only able to win 12 lots together meaning that H3G knew
that they can always get two lots at the reserve price once they decide to
drop back.8 The other bidders were, however, obliged to pay the full
opportunity cost of denying H3G its preferred allocation of 4 lots, and
revenues were similar to Sweden. The average price per MHz per
8
See NITA’s website for the details of the award: http://en.itst.dk/spectrum-equipment/Auctionsand-calls-for-tenders/2-5-ghz/public-consultation-over-draft-2-5-ghz-auction-documents.
population achieved in Denmark was €0.175 compared to €0.159 in
Sweden.9
1.1 Sealed bid combinatorial auction
67.
DotEcon first implemented a sealed bid combinatorial auction for the
award of fixed wireless access (FWA) spectrum in Nigeria in 2002. This
format was also used for the award of the 412-414 MHz paired with 422424MHz band in the UK (2006), for the award of spectrum in the 26GHz
band in Ireland (2008) and the award of spectrum in the 3.4-3.8GHz band
in Portugal (2009).
68.
The sealed bid combinatorial auction is, in effect, a CCA without the
primary rounds. Bidders can place bids on as many different
combinations of packages as they wish, but these bids are collected in a
single round with no bidder having visibility of the other bids made.
These bids are constrained only by underlying spectrum caps and a
minimum of the relevant reserve prices. Unlike our three previous
candidate auction formats, the sealed bid combinatorial auction does not
provide for price discovery. Instead, bidders have only one opportunity to
submit their best bids for the lots auctioned, and the winning bids and
bidders are determined on the basis of just one round of bidding.
Mechanics of the auction
69.
A sealed-bid combinatorial auction consists of a single round where
bidders are invited to submit their final bids for specified lot packages
(combinations) that they would like to win. Each bid is exclusive, meaning
that at most one bid from any bidder will be accepted, and is only
considered in its entirety (so bidders may be awarded the whole package
they bid for, but not any subset of lots they did not place a bid for).
70.
The winner determination process is essentially the same as for the
combinatorial clock auction. The winning bids are the set of bids amongst
all bids received that maximise the total of winning bids, subject to no
more lots than are available being sold. Prices are determined using a
generalised notion of opportunity cost. This pricing rule means that
bidders have good incentives to bid close to value.
71.
As with the CCA auction format, the auction may be structured so that
bidders bid for generic lots, and the assignment of particular frequencies
to winners may be determined in a follow-up assignment process. The
9
See Richard Marsden, Eimear Sexton and Arisa Siong, June 2010, ‘Fixed or flexible? – A survey of
2.6GHz awards’, DotEcon discussion paper 10/01, available online at:
http://www.dotecon.com/assets/images/dp1001.pdf.
assignment stage may be designed so that bidders can express their
preferences over alternative (feasible) spectrum frequency plans.
Advantages and disadvantages of the sealed bid combinatorial auction
72.
The sealed bid combinatorial auction format offers many of the same
efficiency advantages as the CCA relative to SMRA formats:
• By allowing package bidding, it removes bidder aggregation risks
entirely.
• If generic lots are used, and the assignment of particular frequencies
is determined in an assignment stage, it can support an efficient
assignment of frequencies from a spectrum management perspective.
73.
The sealed bid combinatorial auction has some additional advantages
over the CCA:
• The process is quick to implement, as it requires just one round to
determine the winning bidders (and potentially a further round to
determine assignment of specific lots if specific frequencies are
assigned in a follow-up assignment stage).
• The bidding process is simplified (e.g. bidding can be completed on
paper forms delivered in sealed envelopes, or by electronic data files),
thus reducing the costs to both bidders and the auctioneer.
• This format is the least vulnerable to strategic behaviour, especially
tacit collusion as bidders cannot observe each other’s behaviour over
multiple rounds. Further, concerns about predatory bidding are also
eased because entrants know that strong bidders do not have the
opportunity to revise their business case during the auction in order
to out-bid them.
74.
As with the CCA, the process may be more complex and seem less
transparent than the traditional SMRA auction format. In addition, the
sealed bid combinatorial auction format has the disadvantage that it has
no price discovery mechanism. Multi-round auctions, whereby bidders are
able to submit and raise their bids over a number of rounds, allow bidders
to process the information made available at the end of each round in
order to update their valuations.

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