you want to estimate the mean time college students spend watching online videos each day. the estimate must be within 1 minute of the population mean. determine the required sample size to construct a 99% confidence interval for the population mean. assume the population standard deviation is 2.4 minutes.

Respuesta :

Answer:

The required sample size is 39.

Step-by-step explanation:

We have that to find our [tex]\alpha[/tex] level, that is the subtraction of 1 by the confidence interval divided by 2. So:

[tex]\alpha = \frac{1 - 0.99}{2} = 0.005[/tex]

Now, we have to find z in the Ztable as such z has a pvalue of [tex]1 - \alpha[/tex].

That is z with a pvalue of [tex]1 - 0.005 = 0.995[/tex], so Z = 2.575.

Now, find the margin of error M as such

[tex]M = z\frac{\sigma}{\sqrt{n}}[/tex]

In which [tex]\sigma[/tex] is the standard deviation of the population and n is the size of the sample.

Minimum sample size, within 1 minute of the population mean, population standar deviation of 2.4 minutes.

This minimum sample size is given by n, which is found when [tex]M = 1[/tex], and we have that [tex]\sigma = 2.4[/tex]. So

[tex]M = z\frac{\sigma}{\sqrt{n}}[/tex]

[tex]1 = 2.575\frac{2.4}{\sqrt{n}}[/tex]

[tex]\sqrt{n} = 2.575*2.4[/tex]

[tex](\sqrt{n})^2 = (2.575*2.4)^2[/tex]

[tex]n = 38.2[/tex]

Rounding up

The required sample size is 39.