Suppose that the sample standard deviation was s = 5.1. Compute a 98% confidence interval for μ, the mean time spent volunteering for the population of parents of school-aged children. (Round your answers to three decimal place
Accepted Solution
A:
Answer:The 95% confidence interval would be given by (5.139;5.861) Step-by-step explanation:1) Previous concepts
A confidence interval is "a range of values that’s likely to include a population value with a certain degree of confidence. It is often expressed a % whereby a population means lies between an upper and lower interval".
The margin of error is the range of values below and above the sample statistic in a confidence interval.
Normal distribution, is a "probability distribution that is symmetric about the mean, showing that data near the mean are more frequent in occurrence than data far from the mean".
[tex]\bar X[/tex] represent the sample mean for the sample [tex]\mu[/tex] population mean (variable of interest)
s represent the sample standard deviation
n represent the sample size 2) Confidence intervalAssuming that [tex]\bar X =5.5[/tex] and the ranfom sample n=1086.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)
In order to calculate the critical value [tex]t_{\alpha/2}[/tex] we need to find first the degrees of freedom, given by:
[tex]df=n-1=1086-1=1085[/tex]
Since the Confidence is 0.98 or 98%, the value of [tex]\alpha=0.02[/tex] and [tex]\alpha/2 =0.01[/tex], and we can use excel, a calculator or a table to find the critical value. The excel command would be: "=-T.INV(0.01,1085)".And we see that [tex]t_{\alpha/2}=2.33[/tex]
Now we have everything in order to replace into formula (1):
[tex]5.5-2.33\frac{5.1}{\sqrt{1086}}=5.139[/tex] [tex]5.5+2.333\frac{5.1}{\sqrt{1086}}=5.861[/tex]
So on this case the 95% confidence interval would be given by (5.139;5.861) We are 98% confident that the mean time spent volunteering for the population of parents of school-aged children is between these two values.