In: Statistics and Probability
A friend proposes a unique game of chance to you. He swears the game is straightforward but you're not sure. He proposes, you flip a coin and then roll a dice and your payout is the amount showing on the dice. However if you flip heads, you roll a 6 sided dice, and if you flip tails, you roll a 10 sided dice. What is the expected payout from this game?
X: Payout
X =1 ; If you flip heads and the '1' showing on the 6 sided dice or If you flip tail and '1' showing on the 10 sided dice
P(X=1) = (1/2 x 1/6) + (1/2) x (1/10) = 1/12+1/20 =8/60=2/15
X=2 ; If you flip heads and the '2' showing on the 6 sided dice or If you flip tail and '2' showing on the 10 sided dice
P(X=2) = (1/2 x 1/6) + (1/2) x (1/10) = 1/12+1/20 =8/60=2/15
Similarly
P(X=3)=P(X=4)=P(X=5)=P(X=6) =2/15
X=7 ; If you flip tail and '7' showing on the 10 sided dice
P(X=7) = (1/2)x(1/10) =1/20
X=8 ; If you flip tail and '8' showing on the 10 sided dice
P(X=8) = (1/2)x(1/10) =1/20
P(X=9)=P(X=10) =1/20;
Therefore the Probability distribution of X : payout is per below table
X | p(X=x) |
1 | 2/15=0.1333 |
2 | 2/15=0.1333 |
3 | 2/15=0.1333 |
4 | 2/15=0.1333 |
5 | 2/15=0.1333 |
6 | 2/15=0.1333 |
7 | 1/20=0.05 |
8 | 1/20=0.05 |
9 | 1/20=0.05 |
10 | 1/20=0.05 |
expected payout from this game = E(X)
X | p | xP(x) |
1 | 0.1333 | 0.1333 |
2 | 0.1333 | 0.2667 |
3 | 0.1333 | 0.4 |
4 | 0.1333 | 0.5333 |
5 | 0.1333 | 0.6667 |
6 | 0.1333 | 0.8 |
7 | 0.05 | 0.35 |
8 | 0.05 | 0.4 |
9 | 0.05 | 0.45 |
10 | 0.05 | 0.5 |
Total | 4.5 |
Expected payout from this game = 4.5