Juan makes a measurement in a chemistry laboratory and records the result in his lab report. The standard deviation of students' lab measurements is σ = 13 milligrams. Juan repeats the measurement 5 times and records the mean x¯¯¯ of his 5 measurements. (a) What is the standard deviation of Juan's mean result? (That is, if Juan kept on making 5 measurements and averaging them, what would be the standard deviation of all his x¯¯¯′s?) (b) How many times must Juan repeat the measurement to reduce the standard deviation of x¯¯¯ to 2.6?

Respuesta :

Answer:

a) 5.81

b) 25            

Step-by-step explanation:

We are given the following in the question:

Sample size, n = 5

Population standard deviation, σ = 13 milligrams

a) standard deviation of Juan's mean result

[tex]\text{Standard error} = \dfrac{\sigma}{\sqrt{n}} = \dfrac{13}{\sqrt{5}} = 5.81[/tex]

5.81 is the standard deviation of Juan's mean result.

b) sample size such that the standard deviation reduces to 2.6

[tex]\text{Standard error} = \dfrac{\sigma}{\sqrt{n}}\\\\\Rightarrow \dfrac{13}{\sqrt{n}} = 2.6\\\\\Rightarrow \sqrt{n} = \dfrac{13}{2.6} = 5\\\\\Rightarrow n = 25[/tex]

Thus, Juan has to repeat the experiment 25 times to reduce the standard deviation to 2.6

Using the Central Limit Theorem, we have that:

a) The standard deviation is 5.81.

b) Juan must repeat the measurement 25 times.

The Central Limit Theorem states that for a sample of size n, from a population of standard deviation [tex]\sigma[/tex], the standard deviation of the sampling distribution is given by:

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

In this problem, we have that for the population, [tex]\sigma = 13[/tex].

Item a:

5 measurements, thus [tex]n = 5[/tex].

The standard deviation is:

[tex]s = \frac{13}{\sqrt{5}} = 5.81[/tex]

The standard deviation is 5.81.

Item b:

This is n for which [tex]s = 2.6[/tex], thus:

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

[tex]2.6 = \frac{13}{\sqrt{n}}[/tex]

[tex]2.6\sqrt{n} = 13[/tex]

[tex]\sqrt{n} = \frac{13}{2.6}[/tex]

[tex](\sqrt{n})^2 = (\frac{13}{2.6})^2[/tex]

[tex]n = 25[/tex]

Juan must repeat the measurement 25 times.

A similar problem is given at https://brainly.com/question/14174983