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Probability

Question
CBSEENMA12033827

Find the variance of the number obtained on a throw of an unbiased die.

Solution

Here S = {1, 2, 3, 4, 5, 6}.
Let X denote the number obtained on the throw. Then X is a random variable which can take values 1, 2, 3, 4, 5 or 6.
Also,         P(1) = P(2) = P(3) = P(4) = P(5) = P(6) = 1 over 6
∴   the probability distribution of X is

Now, straight E left parenthesis straight X right parenthesis space equals space sum from straight i space equals space 1 to straight n of space straight x subscript straight i space straight p left parenthesis straight x subscript straight i right parenthesis space equals space 1 space cross times 1 over 6 space plus space 2 space cross times 1 over 6 plus 3 space cross times 1 over 6 plus 4 space cross times 1 over 6 space plus space 5 space cross times space 1 over 6 space plus space 6 space cross times space 1 over 6 space space space space
                  equals space 1 over 6 plus 2 over 6 plus 3 over 6 plus 4 over 6 plus 5 over 6 plus 6 over 6 space equals 21 over 6
Also, straight E left parenthesis straight X right parenthesis squared space equals space 1 squared cross times 1 over 6 plus 2 squared cross times 1 over 6 plus 3 squared cross times 1 over 6 plus 4 squared cross times 1 over 6 plus 5 squared cross times 1 over 6 plus 6 squared cross times 1 over 6
                    equals space 1 over 6 plus 4 over 6 plus 9 over 6 plus 16 over 6 plus 25 over 6 plus 36 over 6 space equals 91 over 6
therefore space space space space Var left parenthesis straight X right parenthesis space equals space straight E left parenthesis straight X right parenthesis squared space minus space left parenthesis straight E left parenthesis straight X right parenthesis right parenthesis squared
                       equals space 91 over 6 minus open parentheses 21 over 6 close parentheses squared space equals space 91 over 6 minus 441 over 36 space equals space fraction numerator 546 minus 441 over denominator 36 end fraction space equals 105 over 36 space equals 35 over 12.

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