In: Statistics and Probability
Eight hundred chances are sold at $7 apiece for a raffle. There is a grand prize of $500, two second prizes of $200, and five third prizes of $100. First calculate the expected value of the lottery. Determine whether the lottery is a fair game. If the game is not fair, determine a price for playing the game that would make it fair. What is the expected value of the game?
solution:
Given data
800 chances are sold at $7 a piece for a raffle
There is a grand prize of $500, two second prizes of $200, and five third prizes of $100.
Therefore,The random gain values for 1st,2nd and 3rd prizes would be:
$493 , $193 , $93 and -$7
Let X be the randomvariable representing gain values,The distribution of X is
X | $493 | $193 | $93 | -$7 |
P(X) | 1/800 | 2/800 | 5/800 | 792/800 |
Expected value of lottery = E[X]
=
= (493 * 1/800 ) + (193 * 2/800) + (93 * 5/800) + (-7 * 792/800)
= [ 493+ 2*193 + 5*93 - 792*7 ] / 800
= -4200 / 500
= - $5.25
Therefore, Expected value of lottery = -$5.25
Here, The game is not fair as one can expected loose $5.25 in this game
The fair price of playing the game = $7 - $5.25 = $1.75 such that Expected value of this game equals to $0
X | $498.25 | $198.25 | $98.25 | -$7 |
P(X) | 1/800 | 2/800 | 5/800 | 792/800 |
Expected value of lottery = E[X]
=
= (498.25 * 1/800 ) + (198.25 * 2/800) + (98.25 * 5/800) + (-7 * 792/800)
= [ 498.25+ 2*198.25 + 5*98.25 - 792*7 ] / 800
= 0 / 500
= -$0
Therefore, Expected value of lottery = $0