7. The heights (in inches) of adult males in the United States are believed to be Normally distributed with
mean . The average height of a random sample of 25 American adult males is found to be x= 69.72
inches, and the standard deviation of the 25 heights is found to be s=4.15 A 90% confidence interval
for​

Respuesta :

Answer:

[tex]69.72-1.71\frac{4.15}{\sqrt{25}}=68.30[/tex]    

[tex]69.72+1.71\frac{4.15}{\sqrt{25}}=71.14[/tex]    

Step-by-step explanation:

Information given

[tex]\bar X=69.72[/tex] represent the sample mean

[tex]\mu[/tex] population mean (variable of interest)

s=4.15 represent the sample standard deviation

n=25 represent the sample size  

Confidence interval

The confidence interval for the mean is given by the following formula:

[tex]\bar X \pm t_{\alpha/2}\frac{s}{\sqrt{n}}[/tex]   (1)

The degrees of freedom, given by:

[tex]df=n-1=25-1=24[/tex]

Since the Confidence is 0.90 or 90%, the significance is [tex]\alpha=0.1[/tex] and [tex]\alpha/2 =0.05[/tex], and the critical value is [tex]t_{\alpha/2}=1.71[/tex]

Now we have everything in order to replace into formula (1):

[tex]69.72-1.71\frac{4.15}{\sqrt{25}}=68.30[/tex]    

[tex]69.72+1.71\frac{4.15}{\sqrt{25}}=71.14[/tex]    

Using the t-distribution, it is found that the 90% confidence interval  for​ the mean height of adult males in the United States is (68.3, 71.14).

We are given the standard deviation for the sample, which is why the t-distribution is used to solve this question.

The information given is:

  • Sample mean of [tex]\overline{x} = 69.72[/tex].
  • Sample standard deviation of [tex]s = 4.15[/tex].
  • Sample size of [tex]n = 25[/tex].

The confidence interval is:

[tex]\overline{x} \pm t\frac{s}{\sqrt{n}}[/tex]

The critical value, using a t-distribution calculator, for a two-tailed 90% confidence interval, with 25 - 1 = 24 df, is t = 1.7109.

Then:

[tex]\overline{x} - t\frac{s}{\sqrt{n}} = 69.72 - 1.7109\frac{4.15}{\sqrt{25}} = 68.3[/tex]

[tex]\overline{x} + t\frac{s}{\sqrt{n}} = 69.72 + 1.7109\frac{4.15}{\sqrt{25}} = 71.14[/tex]

The 90% confidence interval  for​ the mean height of adult males in the United States is (68.3, 71.14).

A similar problem is given at https://brainly.com/question/15180581

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