NCERT Class XII Mathematics Chapter - - Solutions
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Question : 63
Total: 101
Let X denote the sum of the numbers obtained when two fair dice are rolled. Find the variance and standard deviation of X.
Solution:
Sample space consists of 36 elements. Let X denote the random variable which represents the sum of the numbers on the two dice
∴ X can assume the values 2, 3, 4, ......, or 12.
Now P(X = 2) = P({1, 1}) =
P(X = 3) = P({1, 2}, {2, 1}) =
P(X = 4) = P{(1, 3), (2, 2), (3, 1)} =
P(X = 5) = P{(1, 4), (2, 3), (3, 2) (4, 1)} =
P(X = 6) = P{(1, 5), (2, 4), (3, 3), (4, 2), (5, 1)} =
P(X = 7) = P{(1, 6), (2, 5), (3, 4), (4, 3), (5, 2), (6, 1)} =
P(X = 8) = P{(2, 6), (3, 5), (4, 4), (5, 3), (6, 2) =
P(X = 9) = P{(3, 6), (4, 5), (5, 4), (6, 3)} =
P(X = 10) = P{(4, 6), (5, 5), (6, 4)} =
P(X = 11) = P{(5, 6), (6, 5)} =
P(X = 12) = P{(6, 6)} =
.
Hence, the probability distribution is :
Mean = µ = E ( X ) = ∑ X P ( X )
2 ×
+ 3 ×
+ 4 ×
+ 5 ×
+ 6 ×
+ 7 ×
+ 8 ×
+ 9 ×
+ 10 ×
+ 11 ×
+ 12 ×
+
=
× 252 = 7
Hence the required mean = 7.
Varianceσ 2 X = E ( X 2 ) − [ E ( X ) ] 2
= [ 2 2 ×
+ 3 2 ×
+ 4 2 ×
+ 5 2 ×
+ 6 2 ×
+ 7 2 ×
+ 8 2 ×
+ 9 2 ×
+ 10 2 ×
+ 11 2 ×
+ 12 2 ×
] − [ 7 ] 2
=
× 1974 − 49 = 5.838
Standard deviation= √ σ 2 X = σ X = 2.415
∴ X can assume the values 2, 3, 4, ......, or 12.
Now P(X = 2) = P({1, 1}) =
P(X = 3) = P({1, 2}, {2, 1}) =
P(X = 4) = P{(1, 3), (2, 2), (3, 1)} =
P(X = 5) = P{(1, 4), (2, 3), (3, 2) (4, 1)} =
P(X = 6) = P{(1, 5), (2, 4), (3, 3), (4, 2), (5, 1)} =
P(X = 7) = P{(1, 6), (2, 5), (3, 4), (4, 3), (5, 2), (6, 1)} =
P(X = 8) = P{(2, 6), (3, 5), (4, 4), (5, 3), (6, 2) =
P(X = 9) = P{(3, 6), (4, 5), (5, 4), (6, 3)} =
P(X = 10) = P{(4, 6), (5, 5), (6, 4)} =
P(X = 11) = P{(5, 6), (6, 5)} =
P(X = 12) = P{(6, 6)} =
Hence, the probability distribution is :
X | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | ||||||||||||||||||||||
P(X) | | | | | | | | | | | |
Hence the required mean = 7.
Variance
Standard deviation
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