In: Statistics and Probability
The American roulette wheel has 38 total slots of which 18 are
colored red, 18 are colored black, and 2 are colored green. The red
and the black slots are numbered 1 through 36. The green slots are
numbered 0 and 00.
Construct the probability distribution for betting $1 on the second
dozen numbers, 13 through 24, (which pays 2 to 1) in the game of
roulette and calculate the corresponding mean and standard
deviation.
solution:
From the given information
No.of red slots = 18
No.of black slots = 18
No.of green slots = 2 { 0 , 00 }
Total no.of slots = 38
No.of favourable slots to win = 12 { 13 through 24 }
No.of nonfavourable slots = 38-12 = 26
Let X be the random variable representing amount gain or lose by the player
The probability distribution of X is
X | 2 | -1 |
P(X) | 12/38 | 26/38 |
Here, The expected value or mean of X= E{X] =
= (2 * 12/38) + (-1 * 26/38)
= 24/38 - 26/38
= -2/38
= -$0.0526
Therefore, Mean of X = -$ 0.0526
Variance of X () = E[X^2] - E[X]^2
= - ( ) ^2
= (4 * 12/38 + 1 * 26/38) - (-2/38)^2
= 74/38 - (-2/38)^2
= 1.945
Therefore, standard deviation () = = =~ $ 1.395