In: Statistics and Probability
role playing games like dungeons & dragons use many different types of dice. suppose that a SIX sided die has faces marked 1,2,3,4,5,6. The intelligence of a character is determined by rolling this die twice and adding 1 to the sum of the spots. The faces are equally likely and the two rolls are independent. what is the average (mean) intelligence for such characters?
how spread out are their intelligence , as measured by the standard deviation of the distribution?(round your answer to four decimal places)
here let X is sum of two scores ;
below is probability distribution of X:
x | f(x) | xP(x) | x2P(x) |
2.0000 | 1/36 | 0.056 | 0.111 |
3.0000 | 1/18 | 0.167 | 0.500 |
4.0000 | 1/12 | 0.333 | 1.333 |
5.0000 | 1/9 | 0.556 | 2.778 |
6.0000 | 5/36 | 0.833 | 5.000 |
7.0000 | 1/6 | 1.167 | 8.167 |
8.0000 | 5/36 | 1.111 | 8.889 |
9.0000 | 1/9 | 1.000 | 9.000 |
10.0000 | 1/12 | 0.833 | 8.333 |
11.0000 | 1/18 | 0.611 | 6.722 |
12.0000 | 1/36 | 0.333 | 4.000 |
total | 7.000 | 54.833 | |
E(x) =μ= | ΣxP(x) = | 7.0000 | |
E(x2) = | Σx2P(x) = | 54.8333 | |
Var(x)=σ2 = | E(x2)-(E(x))2= | 5.8333 | |
std deviation= | σ= √σ2 = | 2.4152 |
as intelligence score :Y =X+1
hence therefore mean of Y =E(X+1)=E(X)+1 =7+1 =8
and std deviation =SD(X+1)=SD(X)=2.4152