TS EAMCET · Maths · Probability

The probability distribution of a random variable X is given below. Then, the standard deviation of X is
\(X=x_i\) 2 3 5 7 12
\(\mathrm{P}\left(\mathrm{X}=x_i\right)\) 3k k k 2k k

\(X=x_i\)	2	3	5	7	12
\(\mathrm{P}\left(\mathrm{X}=x_i\right)\)	3k	k	k	2k	k

A 5
B 11
C \(\sqrt{11}\)
D \(\sqrt{5}\)

Verified Solution

Answer & Solution

Correct Answer

(C) \(\sqrt{11}\)

Step-by-step Solution

Detailed explanation

\( 3k+k+k+2k+k = 1 \implies 8k=1 \implies k = 1/8 \) \( E(X) = 2(3k)+3(k)+5(k)+7(2k)+12(k) = 40k = 40(1/8) = 5 \) \( E(X^2) = 2^2(3k)+3^2(k)+5^2(k)+7^2(2k)+12^2(k) = 288k = 288(1/8) = 36 \) \( \sigma_X = \sqrt{E(X^2) - (E(X))^2} = \sqrt{36 - 5^2} = \sqrt{36 - 25} = \sqrt{11} \)

Apply the relevant identity from the chapter and substitute the values established in the previous step, keeping the original constraint in view.

Use the simplified expression to isolate the unknown, then plug the result back into the question setup to confirm the working is internally consistent.

Cross-check against a boundary or limiting case. Both the dimensional balance and the qualitative behaviour at the extreme should agree with the candidate answer.

Combine the steps above to identify the correct option. The remaining choices each fail at least one of the consistency, dimensional, or boundary checks.

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The probability distribution of a random variable X is given below. Then, the standard deviation of X is\(X=x_i\)235712\(\mathrm{P}\left(\mathrm{X}=x_i\right)\)3kkk2kk

Step-by-step Solution

The probability distribution of a random variable X is given below. Then, the standard deviation of X is
\(X=x_i\) 2 3 5 7 12
\(\mathrm{P}\left(\mathrm{X}=x_i\right)\) 3k k k 2k k