In a survey of 215 adult Americans, it was found that the average amount of sleep per night is 7.8 hours with a standard deviation of 1.2 hours. How many adult Americans would need to be surveyed to estimate the mean amount of sleep per night within 0.12 hour with 95% confidence?

Respuesta :

Answer:

We would need at least 385 adult Americans.

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{1-0.95}{2} = 0.025[/tex]

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

So it is z with a pvalue of [tex]1-0.025 = 0.975[/tex], so [tex]z = 1.96[/tex]

Now, find 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.

How many adult Americans would need to be surveyed to estimate the mean amount of sleep per night within 0.12 hour with 95% confidence?

You would need at least n adults, in which n is found when M = 0.12, [tex]\sigma = 1.2[/tex]. So

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

[tex]0.12 = 1.96*\frac{1.2}{\sqrt{n}}[/tex]

[tex]0.12\sqrt{n} = 1.96*1.2[/tex]

[tex]\sqrt{n} = \frac{1.96*1.2}{0.12}[/tex]

[tex]\sqrt{n} = 19.6[/tex]

[tex](\sqrt{n})^{2} = (19.6)^{2}[/tex]

[tex]n = 384.16[/tex]

Rounding up, 385

We would need at least 385 adult Americans.