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what is the probability of seeing a sample mean for 21 observations less or equal to the sample mean that we observed

User Nazar
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1 Answer

7 votes

Answer:


P(x \le 21) = 0.69146

Explanation:

The missing parameters are:


n = 64 --- population


\mu = 20 --- population mean


\sigma = 16 -- population standard deviation

Required


P(x \le 21)

First, calculate the sample standard deviation


\sigma_x = (\sigma)/(\sqrt n)


\sigma_x = \frac{16}{\sqrt {64}}


\sigma_x = (16)/(8)


\sigma_x = 2

Next, calculate the sample mean
\bar_x


\bar x = \mu

So:


\bar x = 20

So, we have:


\sigma_x = 2


\bar x = 20


x = 21

Calculate the z score


x = (x - \mu)/(\sigma)


x = (21 - 20)/(2)


x = (1)/(2)


x = 0.50

So, we have:


P(x \le 21) = P(z \le 0.50)

From the z table


P(z \le 0.50) = 0.69146

So:


P(x \le 21) = 0.69146

User Sajan Parikh
by
8.2k points