Mean and variance of the binomial distribution (HSC SSCE Mathematics Extension 1): Flashcards

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Mean and Variance of the Binomial Distribution
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What does the mean in a binomial distribution represent?

The average number of expected successes in trials.

What does variance indicate in a binomial distribution?

How much the actual results differ from the mean.

How is a binomial distribution represented mathematically?

As XB(n,p)X \sim B(n, p) for nn trials and success probability pp.

What is the formula for the mean of a binomial distribution?

Mean: E(X)=npE(X) = np.

What is the formula for the variance of a binomial distribution?

Variance: Var(X)=np(1p)Var(X) = np(1-p).

What happens to results when nn increases?

Results gather more closely around the mean.

What is the mean for n=10n=10 and p=0.5p=0.5?

Mean: E(X)=10×0.5=5E(X) = 10 \times 0.5 = 5.

What is the variance for n=10n=10 and p=0.5p=0.5?

Variance: Var(X)=2.5Var(X) = 2.5.

What is the mean for n=20n=20 and p=0.3p=0.3?

Mean: E(X)=6E(X) = 6.

What is the variance for a binomial distribution with n=20, p=0.3?

Variance: Var(X) = n * p * (1 - p) = 4.2.

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