The proportion of students in private schools is around 11% with the standard deviation of 2%. A random sample of 450 students from a wide geographic area indicated that 55 attended private schools. Estimate the true proportion of students attending private schools with 95% confidence.

Respuesta :

Using the z-distribution, the 95% confidence interval for the true proportion of students attending private schools is:

(0.0919, 0.1525).

What is a confidence interval of proportions?

A confidence interval of proportions is given by:

[tex]\pi \pm z\sqrt{\frac{\pi(1-\pi)}{n}}[/tex]

In which:

  • [tex]\pi[/tex] is the sample proportion.
  • z is the critical value.
  • n is the sample size.

In this problem, we have a 95% confidence level, hence[tex]\alpha = 0.95[/tex], z is the value of Z that has a p-value of [tex]\frac{1+0.95}{2} = 0.975[/tex], so the critical value is z = 1.96.

The sample size and the estimate are given as follows:

[tex]n = 450, \pi = \frac{55}{450} = 0.1222[/tex]

Hence the bounds of the interval are:

  • [tex]\pi - z\sqrt{\frac{\pi(1-\pi)}{n}} = 0.1222 - 1.96\sqrt{\frac{0.1222(0.8778)}{450}} = 0.0919[/tex]
  • [tex]\pi + z\sqrt{\frac{\pi(1-\pi)}{n}} = 0.1222 + 1.96\sqrt{\frac{0.1222(0.8778)}{450}} = 0.1525[/tex]

More can be learned about the z-distribution at https://brainly.com/question/25890103

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