Problem

Describe the sampling distribution of $\hat{p}$. Assume the size of the population is 25,000 . \[ n=200, p=0.4 \] Determine the mean of the sampling distribution of $\hat{p}$ $\mu_{p}=4$ (Round to one decimat place as needed.) Determine the standard deviation of the sampling distribution of $\hat{p}$. $\sigma_{\hat{p}}=\square$ (Round to three decimal places as needed)

Solution

Step 1 :The problem is asking for the mean and standard deviation of the sampling distribution of $\hat{p}$. The mean of the sampling distribution of $\hat{p}$ is equal to the population proportion, p.

Step 2 :Given that p = 0.4, the mean of the sampling distribution of $\hat{p}$ is $\boxed{0.4}$.

Step 3 :The standard deviation of the sampling distribution of $\hat{p}$ can be calculated using the formula $\sqrt{\frac{p(1-p)}{n}}$, where n is the sample size.

Step 4 :Given that p = 0.4 and n = 200, we can substitute these values into the formula to calculate the standard deviation.

Step 5 :The standard deviation of the sampling distribution of $\hat{p}$ is approximately 0.034641016151377546.

Step 6 :Rounding to three decimal places, the standard deviation of the sampling distribution of $\hat{p}$ is $\boxed{0.035}$.

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Source: https://solvelyapp.com/problems/P2NBVytxOu/

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