VCG Auctions Flashcards
What problem does the VCG solve
Oftenly in auctions, items are sold in a combinations so the buyer has to buy what he doesnt wants in order to get what he wants
The VCG auction solves that.
How does a VCG auction work
- Each bidder submits their bid like a sealed-bid auction
- The assignment (Who gets what) is the one that maximizes the social value
- Each bidder pays the externality that they impose on other bidders
What are the particularities of VCG auction
- The auctioneer does not know the bidders valuations. she only has the bids
- Bidders may not be forced to submit their true valuation
- The dominant strategy is to submit a truthful valuation fonction
Is the VCG auction frequently used?
No, because it is a hassle.
if there are 10 objects bidder would have to submit 1024 different valuatinos
too many amounts to compare
would take very long since we need to maximize every bidder’s social welfare
Why is there an equilibrium problem with the keywords auctions
because the first spot is much more valuable then the 2nd spot so if the 1st bidder gets the 4$ spot then the 2nd bidder will drop down to the minimum and then the 1st bidder will also drop a bit and the war restarts
What is the google model for keyword auctions (GSP)
- Each advertiser places a bid
- Bids are ranked
- Highest bidder shown first
- 2nd showed 2nd
- etc. - There is always at least 1 more bidder than the number of links awarded
so if there’s only 3 bidders then only 2 links are awarded
What did google do that changed the way they would make more money
For each ad google determines a quality score depending on
- CTR
- Ad relevance
- user experience and other things
so for each bidder the final score would equal to Bid x quality score
What is the dominant strategy in GSP
Truth- tellings IS NOT a dominant strategy is GSP
the simple strategy is way more dominant. It consists of forcing out the bidder above me
How is the equilibrium attained in GSP
is when a player cannot improve her payoff by exchanging bids with the bidder one position above her