A measurement of fairness game 1: A box contains 1red marble and 3 black marbles. Blindfolded, you...

Post on 15-Dec-2015

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A measurement of fairness

game 1:

A box contains 1red marble and 3 black marbles.

Blindfolded, you select one marble.

If you select the red marble, you win $10.

If it cost you $8 to play this game, would you play?$1

What would be a FAIR PRICE ?

If you select the red marble, you win $10.

It will cost you $3 to play.

If you win, your prize is really $7.

the probability that you win

the amount that you win

the probability that you lose

the amount that you lose

( 1/4 ) ( $ 7 ) + ( 3/4 )( - $ 3 )

If you select the red marble, you win $10.

It will cost you $3 to play.

If you win, your prize is really $7.

( 1/4 ) ( $ 7 ) + ( 3/4 )( - $ 3 )

7/4 + - 9/4 = - 2/4 = - .50

the EXPECTED VALUE

If you select the red marble, you win $10.

It will cost you $3 to play.

If you win, your prize is really $7.

7/4 + - 9/4 = - 2/4 = - .50

the EXPECTED VALUE

If you play this game many times,you expect to LOSE an average of $.50 per game.

For example, if you play ten times, sometimesyou win $7 and sometimes you lose $3, but at the end you expect to be $5 poorer!

game 2:

Roll a single die.

The number the die lands on is the amount you win.

It costs $3 to play this game.

game 2:

Roll a single die.

The number the die lands on is the amount you win.

It costs $3 to play this game.

Die lands on 1You lose $2

( - 2 )

probability

( 1/6 )

game 2:

Roll a single die.

The number the die lands on is the amount you win.

It costs $3 to play this game.

Die lands on 2You lose $1

( - 2 )

probability

( 1/6 ) ( - 1 )( 1/6 )

game 2:

Roll a single die.

The number the die lands on is the amount you win.

It costs $3 to play this game.

Die lands on 3You breakeven

( - 2 )

probability

( 1/6 ) ( - 1 )( 1/6 ) ( 0 )( 1/6 )0

game 2:

Roll a single die.

The number the die lands on is the amount you win.

It costs $3 to play this game.

Die lands on 4You win $1

( - 2 )

probability

( 1/6 ) ( - 1 )( 1/6 ) ( 1 )( 1/6 )

game 2:

Roll a single die.

The number the die lands on is the amount you win.

It costs $3 to play this game.

Die lands on 5You win $2

( - 2 )

probability

( 1/6 ) ( - 1 )( 1/6 ) ( 1 )( 1/6 ) ( 2 )( 1/6 )

game 2:

Roll a single die.

The number the die lands on is the amount you win.

It costs $3 to play this game.

Die lands on 6You win $3

( - 2 )

probability

( 1/6 ) ( - 1 )( 1/6 ) ( 1 )( 1/6 ) ( 2 )( 1/6 ) ( 3 )( 1/6 )

game 2:

Roll a single die.

The number the die lands on is the amount you win.

It costs $3 to play this game.

( - 2 )( 1/6 ) ( - 1 )( 1/6 ) ( 1 )( 1/6 ) ( 2 )( 1/6 ) ( 3 )( 1/6 )+ + + +

-2/6 + -1/6 + 1/6 + 2/6 + 3/6 = 3/6

EXPECTED VALUEexpect to WIN an average of $.50 per game

EXPECTED VALUE - .50Game 1 is weighted againstthe player who expects to LOSE an average of $.50per game.

EXPECTED VALUE +.50Game 2 is weighted in favor ofthe player who expects to WIN an average of $.50per game.

A game is said to be FAIR if its EXPECTED VALUE is 0

Al flips a coin

If it lands heads up, Al pays Bob $1 and the game ends.

Al flips a coin

If it lands heads up, Al pays Bob $1 and the game ends.

Al flips a coin

If it lands tails up, Al must flip a second coin .

Al flips coin number 2

If it lands heads up, Al pays Bob $2 and the game ends.

Al flips coin number 2

If it lands heads up, Al pays Bob $2 and the game ends.

Al flips coin number 2

If it lands tails up, Al must flip a third coin .

Al flips coin number 3

If it lands heads up, Al pays Bob $4 and the game ends.

If it lands heads up, Al pays Bob $4 and the game ends.

Al flips coin number 3

Al flips coin number 3

If it lands tails up, Al must flip a fourth coin .

Al flips coin number 4

If it lands heads up, Al pays Bob $8 and the game ends .

Al flips coin number 4

If it lands heads up, Al pays Bob $8 and the game ends .If it lands heads up, Al pays Bob $8 and the game ends.

Al flips coin number 4

If it lands tails up, Al must flip a fifth coin .

Every time Al must flip the coin, his payoff to Bob doubles.If the first headsup occurred on the fifth flip, Al pays Bob $16.If the first headsup occurred on the sixth flip, Al pays Bob $32.

This game might never end!

What is a FAIR price for Bob to pay Al for the opportunity to play this game?

I want to play this gameHow much will it cost me?

If both agree that Al will flip a maximum of 4 coins, then it would be fair if Bob paid Al $2.13

But if the game is allowed to continue until Al flips a coin that landsheads up, then Bob must pay Al an infinite amount of money to make the game fair!

If both agree that Al will flip a maximum of 4 coins, then it would be fair if Bob paid Al $2.13

If both agree that Al will flip a maximum of 4 coins, then it would be fair if Bob paid Al $2.13

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If both agree that Al will flip a maximum of 4 coins, then it would be fair if Bob paid Al $2.13

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The probability that the first coin lands heads up is 8/16

Al would pay Bob $1. Bob would LOSE $1.13

(8/16)(-1.13)

If both agree that Al will flip a maximum of 4 coins, then it would be fair if Bob paid Al $2.13

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The probability that the second coin lands heads up is 4/16

Al would pay Bob $2. Bob would LOSE $.13

(8/16)(-1.13)

(4/16)(-.13)

If both agree that Al will flip a maximum of 4 coins, then it would be fair if Bob paid Al $2.13

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TThe probability that the third coin lands heads up is 2/16

Al would pay Bob $4. Bob would WIN $1.87

(8/16)(-1.13)

(4/16)(-.13)

(2/16)(1.87)

If both agree that Al will flip a maximum of 4 coins, then it would be fair if Bob paid Al $2.13

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TThe probability that the fourth coin lands heads up is 1/16

Al would pay Bob $8. Bob would WIN $5.87

(8/16)(-1.13)

(4/16)(-.13)

(2/16)(1.87)

(1/16)(5.87)

If both agree that Al will flip a maximum of 4 coins, then it would be fair if Bob paid Al $2.13

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(8/16)(-1.13)

(4/16)(-.13)

(2/16)(1.87)

(1/16)(5.87)

There is probability 1/16 that there is no payoff to Bob. Al returns the $2.13 Bobpaid to play.

If both agree that Al will flip a maximum of 4 coins, then it would be fair if Bob paid Al $2.13

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(8/16)(-1.13)

(4/16)(-.13)

(2/16)(1.87)

(1/16)(5.87)

Bob’s expected value is close to zero ~ almost fair!

= - .565

= - .0325

= .23375

= .3669

Now we will try to determine a fair price for Bob to pay Al to play this game, assuming that the game continues until Al flips a coin that lands heads up.

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Coin 1 lands heads up. Probability = 1/2. Payoff to Bob = $1. (1/2)(1)=.50

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Coin 1 lands heads up. Probability = 1/2. Payoff to Bob = $1. (1/2)(1)=.50

Coin 2 lands heads up. Probability = 1/4. Payoff to Bob = $2. (1/4)(2)=.50

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Coin 1 lands heads up. Probability = 1/2. Payoff to Bob = $1. (1/2)(1)=.50

Coin 2 lands heads up. Probability = 1/4. Payoff to Bob = $2. (1/4)(2)=.50

Coin 3 lands heads up. Probability = 1/8. Payoff to Bob = $4 (1/8)(4)=.50

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Coin 1 lands heads up. Probability = 1/2. Payoff to Bob = $1. (1/2)(1)=.50

Coin 2 lands heads up. Probability = 1/4. Payoff to Bob = $2. (1/4)(2)=.50

Coin 3 lands heads up. Probability = 1/8. Payoff to Bob = $4 (1/8)(4)=.50

Coin 4 lands heads up. Probability = 1/16. Payoff to Bob = $8 (1/16)(8)=.50

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Coin 1 lands heads up. Probability = 1/2. Payoff to Bob = $1. (1/2)(1)=.50

Coin 2 lands heads up. Probability = 1/4. Payoff to Bob = $2. (1/4)(2)=.50

Coin 3 lands heads up. Probability = 1/8. Payoff to Bob = $4 (1/8)(4)=.50

Coin 4 lands heads up. Probability = 1/16. Payoff to Bob = $8 (1/16)(8)=.50

Bob’s expectedwinnings =.50 + .50 + .50 + .50 + . . .

Infinitely many .50’s