A simple random sample of 100 8th graders at a large suburban middle school indicated that 81% of them are involved with some type of after school activity. Find the 98% confidence interval that estimates the proportion of them that are involved in an after school activity.

Respuesta :

Answer:

The  interval is  [tex]0.7187 < p < 2.421[/tex]

Step-by-step explanation:

From the question we are told that

      The  sample size is  [tex]n = 100[/tex]

       The  population  proportion is [tex]p = 0.81[/tex]

       The  confidence level is  C =  98%

The level of significance is mathematically evaluated as

     [tex]\alpha = 100 -98[/tex]

    [tex]\alpha = 2%[/tex]%

    [tex]\alpha = 0.02[/tex]

Here this level of significance represented the left and the right tail

The degree of  freedom is evaluated as

     [tex]df = n-1[/tex]

substituting value  

    [tex]df = 100 - 1[/tex]

     [tex]df = 99[/tex]

Since we require the critical value of one tail in order to evaluate the  98% confidence interval that estimates the proportion of them that are involved in an after school activity. we will divide the level of significance by 2

The  critical value of  [tex]\frac{\alpha}{2}[/tex] and the evaluated degree of freedom is  

      [tex]t_{df , \alpha } = t_{99 , \frac{0.02}{2} } = 2.33[/tex]

this is obtained from the critical value table  

The standard error is mathematically evaluated as

             [tex]SE = \sqrt{\frac{p(1-p )}{n} }[/tex]  

substituting value  

           [tex]SE = \sqrt{\frac{0.81(1-0.81 )}{100} }[/tex]  

           [tex]SE = 0.0392[/tex]  

The 98%  confidence interval is evaluated as

      [tex]p - t_{df , \frac{\alpha }{2} } * SE < p < p + t_{df , \frac{\alpha }{2} }[/tex]

substituting value  

     [tex]0.81 - 2.33 * 0.0392 < p < 0.81 +2.33 * 0.0392[/tex]

      [tex]0.7187 < p < 2.421[/tex]