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TheHateCamel
Research &Development DBK
Registered: 01/31/03
Posts: 15,738

St. Petersburg Paradox
#2284913  01/29/04 08:08 PM (14 years, 3 months ago) 


I understand this doesn't belong here.
I thought some of you might be interested though.
In the St. Petersburg Paradox, which is more of a gambling game than a paradox, a balanced coin is tossed fairly until the first head appears. The gambler's winnings are based on the number of tosses that are made before the game ends. If a head appears on the first toss, the player wins $2. If not, the "kitty" is doubled to $4  the reward if a head appers on the second toss. The pot is doubled after every coin toss that results in a tail. The winnings are $2 raised to the power of the number of tosses until and including the first head. This procedure is more interesting when you think about what amount you would be willing to pay for the privilege of playing the game. The probability that n+1 tosses will occur before payment is the probability that there is a run of n tails and that the (n+1)st toss is a head or (1/2)n+1. The payoff for n+1 tosses is 2n+1. We calculate the player's expected receipts from the sum $2(1/2)+$22(1/2)2+$23(1/2)3+...=$1+1+1+...=$infinite.
Since the number of $1's in this sum is unlimited, the expected receipts from a play of this game are infinite! Whatever amount you were willing to play must have been a finite amount and therefore less than the expected receipts.
What price would you be willing to pay to play this game?
Eh?

Siphersh
Selfproclaimedhuman
Registered: 10/12/01
Posts: 120
Loc: Hungary
Last seen: 10 years, 2 days


OK, this shows quite clearly, that "rational decision" in the case of gambling cannot be simply defined by this way of calculation. This should be quite obvious from an example like a 5050 chance of winning $1,000,000 when investing $500,000, considering the possibylity of going broke and becoming unable to feed the family when losing. The conclusion is, that in determining the rationality of a gambler's decision it is to be considered, that losing a certain amount of money is not necessarily as "good" as losing the same amount of money is "bad".
In the case of this very game: when you ask the question: is it rational for me to pay x amount of money to play the game, the decision can only be made considering the exact chances of losing or winning any of the possible amounts of money. And this desicion cannot be made, if my wealth is not considered, and if my general wellbeing in function of my wealth is not considered in its very complexity.
This "paradox" can help to urge ourselves, to take the question of rational decisionmaking in its real depth and complexity.
The "paradox" by the way lies in the question of this simplified rationalitydefinition. The odds of winning in itself does not present any paradox: if played infinite times, any fee be it ever so large will indeed pay off eventually. [Edit:] The point is, that you only can play it _once_, and that's why you cannot decide without considering your wealth, for example: you cannot decide as if you were an investment banker with unlimited funds behind you, who doesn't have to worry about the endofmonth balance, because the balance is taken at the end of all times, infinitely in the future.
Edited by Siphersh (01/29/04 10:20 PM)

Digs
Stranger
Registered: 07/06/03
Posts: 1,291
Loc: aca
Last seen: 8 years, 2 months

Re: St. Petersburg Paradox [Re: Siphersh]
#2285332  01/29/04 10:37 PM (14 years, 3 months ago) 


He's just asking for the present value of the investment.
I'll try to think about it later :P
Should be possible to solve.
 



