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}) =
1
36

P(X = 3) = P({1, 2}, {2, 1}) =
2
36

P(X = 4) = P{(1, 3), (2, 2), (3, 1)} =
3
36

P(X = 5) = P{(1, 4), (2, 3), (3, 2) (4, 1)} =
4
36

P(X = 6) = P{(1, 5), (2, 4), (3, 3), (4, 2), (5, 1)} =
5
36

P(X = 7) = P{(1, 6), (2, 5), (3, 4), (4, 3), (5, 2), (6, 1)} =
6
36

P(X = 8) = P{(2, 6), (3, 5), (4, 4), (5, 3), (6, 2) =
5
36

P(X = 9) = P{(3, 6), (4, 5), (5, 4), (6, 3)} =
4
36

P(X = 10) = P{(4, 6), (5, 5), (6, 4)} =
3
36

P(X = 11) = P{(5, 6), (6, 5)} =
2
36

P(X = 12) = P{(6, 6)} =
1
36
.
Hence, the probability distribution is :
 X  2  3  4  5  6  7  8  9  10  11  12
 P(X)  
1
36
 
2
36
 
3
36
 
4
36
 
5
36
 
6
36
 
5
36
 
4
36
 
3
36
 
2
36
 
1
36
Mean =µ=E(X)=XP(X)
2×
1
36
+3×
2
36
+4×
3
36
+5×
4
36
+6×
5
36
+7×
6
36
+8×
5
36
+9×
4
36
+10×
3
36
+11×
2
36
+12×
1
36
+

=
1
36
×252
=7

Hence the required mean = 7.
Variance σ2X=E(X2)[E(X)]2
=[22×
1
36
+32×
2
36
+42×
3
36
+52×
4
36
+62×
5
36
+72×
6
36
+82×
5
36
+92×
4
36
+102×
3
36
+112×
2
36
+122×
1
36
]
[7]2

=
1
36
×1974
49
=5.838

Standard deviation =σ2X=σX=2.415
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