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Probability and Statistics

GATE CSE 2021 Set 2 · Q22

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For a given biased coin, the probability that the outcome of a toss is a head is 0.4. This coin is tossed 1,000 times. Let X denote the random variable whose value is the number of times that head appeared in these 1,000 tosses. The standard deviation of X (rounded to 2 decimal places) is ________.

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Official answer: 15.49 (±0.5) (±0.5)

Probability and Statistics

The number of heads XX in n=1000n = 1000 independent trials follows a binomial distribution X∼Binomial(n,p)X \sim \text{Binomial}(n, p) with parameter p=0.4p = 0.4.

The variance of a binomial distribution is given by:

Var(X)=n⋅p⋅(1−p)=1000×0.4×0.6=240\text{Var}(X) = n \cdot p \cdot (1 - p) = 1000 \times 0.4 \times 0.6 = 240

The standard deviation σ\sigma is:

σ=Var(X)=240≈15.4919\sigma = \sqrt{\text{Var}(X)} = \sqrt{240} \approx 15.4919

Rounding to two decimal places gives 15.49 (accepted range: 15.00 to 16.00).

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This Probability and Statistics previous year question is Q22 of the GATE CSE 2021 Set 2 paper. Find more GATE CSE PYQs on Probability and Statistics in Engineering Mathematics, or browse all GATE CSE PYQs.

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Probability and Statistics in GATE CSE

Probability and Statistics has 46 GATE CSE PYQs across 23 papers from 2011 to 2026. 11 of them are 1-mark NAT questions like this one, and GATE CSE 2021 Set 2 has 3.

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GateAI solution cardGATE CSE 2021 Set 2 · Q22 · NAT

For a given biased coin, the probability that the outcome of a toss is a head is 0.4. This coin is tossed 1,000 times. Let X denote the random variable whose value is the number of times that head appeared in these 1,000 tosses. The standard deviation of X (rounded to 2 decimal places) is …

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