Normal approximation for the sample proportion (HSC SSCE Mathematics Extension 1): Quizzes

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Normal Approximation for the Sample Proportion
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What is the formula for sample proportion?

p̂ = x/n

What does a sample proportion predict?

Population proportion

What is the condition for normal approximation?

n*p̂ ≥ 5

What does the Central Limit Theorem state?

Larger n normalizes p̂

What is the mean of the sampling distribution?

E(𝑝̂) = p̂

How is standard deviation of p̂ calculated?

SD = √(p̂(1-p̂)/n)

What is the purpose of converting p̂ to a z-score?

To calculate probabilities

What happens as sample size n increases?

Distribution becomes normal

What is the sample proportion for 15 successes in 30 trials?

0.50

What is the z-score formula?

z = (p̂ - E(𝑝̂))/SD

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